Upload artifacts (medium scale)
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medium_scale/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3e9d9fd17373743df349a3ee6d3f25ab61871cc8d55c37ec6d366dba0f880ba8
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size 1815639289
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medium_scale/results.jsonl
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{"key": "vtab/caltech101", "dataset": "Caltech-101", "metrics": {"acc1": 0.7648315529991783, "acc5": 0.9184880854560394, "mean_per_class_recall": 0.784937304804743, "main_metric": 0.784937304804743}}
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{"key": "cifar10", "dataset": "CIFAR-10", "metrics": {"acc1": 0.875, "acc5": 0.9969, "mean_per_class_recall": 0.875, "main_metric": 0.875}}
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{"key": "vtab/cifar100", "dataset": "CIFAR-100", "metrics": {"acc1": 0.6333, "acc5": 0.8897, "mean_per_class_recall": 0.6333000000000001, "main_metric": 0.6333}}
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{"key": "vtab/clevr_count_all", "dataset": "CLEVR Counts", "metrics": {"acc1": 0.1608, "acc5": 0.6522666666666667, "mean_per_class_recall": 0.15783823356710544, "main_metric": 0.1608}}
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{"key": "vtab/clevr_closest_object_distance", "dataset": "CLEVR Distance", "metrics": {"acc1": 0.22526666666666667, "acc5": 0.9186666666666666, "mean_per_class_recall": 0.1667769323946067, "main_metric": 0.22526666666666667}}
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{"key": "country211", "dataset": "Country211", "metrics": {"acc1": 0.05402843601895735, "acc5": 0.15639810426540285, "mean_per_class_recall": 0.05402843601895735, "main_metric": 0.05402843601895735}}
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{"key": "vtab/dtd", "dataset": "Describable Textures", "metrics": {"acc1": 0.24308510638297873, "acc5": 0.4909574468085106, "mean_per_class_recall": 0.24308510638297873, "main_metric": 0.24308510638297873}}
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{"key": "vtab/eurosat", "dataset": "EuroSAT", "metrics": {"acc1": 0.3774074074074074, "acc5": 0.8414814814814815, "mean_per_class_recall": 0.36626513063505717, "main_metric": 0.3774074074074074}}
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{"key": "fgvc_aircraft", "dataset": "FGVC Aircraft", "metrics": {"acc1": 0.0369036903690369, "acc5": 0.12181218121812182, "mean_per_class_recall": 0.036470588235294116, "main_metric": 0.036470588235294116}}
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{"key": "food101", "dataset": "Food-101", "metrics": {"acc1": 0.5343762376237624, "acc5": 0.8161584158415841, "mean_per_class_recall": 0.5343762376237623, "main_metric": 0.5343762376237624}}
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{"key": "gtsrb", "dataset": "GTSRB", "metrics": {"acc1": 0.17078384798099763, "acc5": 0.533095803642122, "mean_per_class_recall": 0.1907520890430395, "main_metric": 0.17078384798099763}}
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{"key": "imagenet1k", "dataset": "ImageNet 1k", "metrics": {"acc1": 0.38232, "acc5": 0.65782, "mean_per_class_recall": 0.38242000000000004, "main_metric": 0.38232}}
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{"key": "imagenet_sketch", "dataset": "ImageNet Sketch", "metrics": {"acc1": 0.27357582188685176, "acc5": 0.508656094637348, "mean_per_class_recall": 0.27376392156862744, "main_metric": 0.27357582188685176}}
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{"key": "imagenetv2", "dataset": "ImageNet v2", "metrics": {"acc1": 0.3147, "acc5": 0.5806, "mean_per_class_recall": 0.31489999999999996, "main_metric": 0.3147}}
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{"key": "imagenet-a", "dataset": "ImageNet-A", "metrics": {"acc1": 0.05973333333333333, "acc5": 0.234, "mean_per_class_recall": 0.06841526795878594, "main_metric": 0.05973333333333333}}
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{"key": "imagenet-o", "dataset": "ImageNet-O", "metrics": {"acc1": 0.4805, "acc5": 0.7665, "mean_per_class_recall": 0.48820644716910194, "main_metric": 0.4805}}
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{"key": "imagenet-r", "dataset": "ImageNet-R", "metrics": {"acc1": 0.4351333333333333, "acc5": 0.6757666666666666, "mean_per_class_recall": 0.42331545524284747, "main_metric": 0.4351333333333333}}
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{"key": "vtab/kitti_closest_vehicle_distance", "dataset": "KITTI Vehicle Distance", "metrics": {"acc1": 0.21659634317862167, "acc5": null, "mean_per_class_recall": 0.2823017564622014, "main_metric": 0.21659634317862167}}
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{"key": "mnist", "dataset": "MNIST", "metrics": {"acc1": 0.1095, "acc5": 0.6328, "mean_per_class_recall": 0.10775909934216758, "main_metric": 0.1095}}
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{"key": "objectnet", "dataset": "ObjectNet", "metrics": {"acc1": 0.25465704748573276, "acc5": 0.48917842144933776, "mean_per_class_recall": 0.25151241155637094, "main_metric": 0.25465704748573276}}
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{"key": "vtab/flowers", "dataset": "Oxford Flowers-102", "metrics": {"acc1": 0.428850219547894, "acc5": 0.6685639941453895, "mean_per_class_recall": 0.3964672144163548, "main_metric": 0.3964672144163548}}
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{"key": "vtab/pets", "dataset": "Oxford-IIIT Pet", "metrics": {"acc1": 0.5849005178522758, "acc5": 0.9193240665031344, "mean_per_class_recall": 0.5826155840366263, "main_metric": 0.5826155840366263}}
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{"key": "voc2007", "dataset": "Pascal VOC 2007", "metrics": {"acc1": 0.6577857905982906, "acc5": 0.9049813034188035, "mean_per_class_recall": 0.689157911468477, "main_metric": 0.6577857905982906}}
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{"key": "vtab/pcam", "dataset": "PatchCamelyon", "metrics": {"acc1": 0.5595703125, "acc5": null, "mean_per_class_recall": 0.5596681513776608, "main_metric": 0.5595703125}}
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{"key": "renderedsst2", "dataset": "Rendered SST2", "metrics": {"acc1": 0.5090609555189456, "acc5": null, "mean_per_class_recall": 0.5096223438133287, "main_metric": 0.5090609555189456}}
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{"key": "vtab/resisc45", "dataset": "RESISC45", "metrics": {"acc1": 0.30952380952380953, "acc5": 0.6214285714285714, "mean_per_class_recall": 0.3143196970748089, "main_metric": 0.30952380952380953}}
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{"key": "cars", "dataset": "Stanford Cars", "metrics": {"acc1": 0.4964556647183186, "acc5": 0.8641959955229449, "mean_per_class_recall": 0.4973365668491267, "main_metric": 0.4964556647183186}}
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{"key": "stl10", "dataset": "STL-10", "metrics": {"acc1": 0.877, "acc5": 0.996375, "mean_per_class_recall": 0.8770000000000001, "main_metric": 0.877}}
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{"key": "sun397", "dataset": "SUN397", "metrics": {"acc1": 0.45583610717766704, "acc5": 0.7768449896095776, "mean_per_class_recall": 0.4277172323252616, "main_metric": 0.45583610717766704}}
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{"key": "vtab/svhn", "dataset": "SVHN", "metrics": {"acc1": 0.15888137676705594, "acc5": 0.628380454824831, "mean_per_class_recall": 0.15006047526490732, "main_metric": 0.15888137676705594}}
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{"key": "retrieval/flickr_1k_test_image_text_retrieval", "dataset": "Flickr", "metrics": {"image_retrieval_recall@1": 0.2574000060558319, "text_retrieval_recall@1": 0.3720000088214874, "image_retrieval_recall@5": 0.5103999972343445, "text_retrieval_recall@5": 0.6349999904632568, "image_retrieval_recall@10": 0.6176000237464905, "text_retrieval_recall@10": 0.7400000095367432, "mean_recall@1": 0.31470000743865967, "main_metric": 0.31470000743865967}}
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{"key": "retrieval/mscoco_2014_5k_test_image_text_retrieval", "dataset": "MSCOCO", "metrics": {"image_retrieval_recall@1": 0.1496201455593109, "text_retrieval_recall@1": 0.2425999939441681, "image_retrieval_recall@5": 0.34390243887901306, "text_retrieval_recall@5": 0.4708000123500824, "image_retrieval_recall@10": 0.4551779329776764, "text_retrieval_recall@10": 0.5839999914169312, "mean_recall@1": 0.1961100697517395, "main_metric": 0.1961100697517395}}
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{"key": "misc/winogavil", "dataset": "WinoGAViL", "metrics": {"avg_jaccard_score": 0.48194539112305035, "jaccard_score_5": 0.5285101010101009, "jaccard_score_6": 0.4846412287017039, "jaccard_score_10": 0.423943661971831, "jaccard_score_12": 0.38731642189586113, "jaccard_score_5-6": 0.5060169804355851, "jaccard_score_10-12": 0.40558715289394437, "main_metric": 0.40558715289394437}}
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{"key": "wilds/iwildcam", "dataset": "iWildCam", "metrics": {"acc1": 0.18366011544483654, "acc5": 0.33745413755228904, "mean_per_class_recall": 0.03304920789821167, "acc_avg": 0.1836601197719574, "recall-macro_all": 0.03304920789821167, "F1-macro_all": 0.028387155940855568, "main_metric": 0.028387155940855568}}
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{"key": "wilds/camelyon17", "dataset": "Camelyon17", "metrics": {"acc1": 0.6379476567827498, "acc5": null, "mean_per_class_recall": 0.6379476567827498, "acc_avg": 0.637947678565979, "acc_slide:0": NaN, "count_slide:0": 0.0, "acc_slide:1": NaN, "count_slide:1": 0.0, "acc_slide:2": NaN, "count_slide:2": 0.0, "acc_slide:3": NaN, "count_slide:3": 0.0, "acc_slide:4": NaN, "count_slide:4": 0.0, "acc_slide:5": NaN, "count_slide:5": 0.0, "acc_slide:6": NaN, "count_slide:6": 0.0, "acc_slide:7": NaN, "count_slide:7": 0.0, "acc_slide:8": NaN, "count_slide:8": 0.0, "acc_slide:9": NaN, "count_slide:9": 0.0, "acc_slide:10": NaN, "count_slide:10": 0.0, "acc_slide:11": NaN, "count_slide:11": 0.0, "acc_slide:12": NaN, "count_slide:12": 0.0, "acc_slide:13": NaN, "count_slide:13": 0.0, "acc_slide:14": NaN, "count_slide:14": 0.0, "acc_slide:15": NaN, "count_slide:15": 0.0, "acc_slide:16": NaN, "count_slide:16": 0.0, "acc_slide:17": NaN, "count_slide:17": 0.0, "acc_slide:18": NaN, "count_slide:18": 0.0, "acc_slide:19": NaN, "count_slide:19": 0.0, "acc_slide:20": 0.5847768783569336, "count_slide:20": 3810.0, "acc_slide:21": 0.49945858120918274, "count_slide:21": 3694.0, "acc_slide:22": 0.7826629877090454, "count_slide:22": 7210.0, "acc_slide:23": 0.7031013369560242, "count_slide:23": 5288.0, "acc_slide:24": 0.6063154935836792, "count_slide:24": 7727.0, "acc_slide:25": 0.6402860879898071, "count_slide:25": 4334.0, "acc_slide:26": 0.6437745690345764, "count_slide:26": 3815.0, "acc_slide:27": 0.3285776972770691, "count_slide:27": 4556.0, "acc_slide:28": 0.6516092419624329, "count_slide:28": 31878.0, "acc_slide:29": 0.67815101146698, "count_slide:29": 12742.0, "acc_wg": 0.3285776972770691, "main_metric": 0.6379476567827498}}
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{"key": "wilds/fmow", "dataset": "FMoW", "metrics": {"acc1": 0.07816175140220735, "acc5": 0.2538447620770762, "mean_per_class_recall": 0.07408109049991767, "acc_avg": 0.07816175371408463, "acc_year:0": NaN, "count_year:0": 0.0, "acc_year:1": NaN, "count_year:1": 0.0, "acc_year:2": NaN, "count_year:2": 0.0, "acc_year:3": NaN, "count_year:3": 0.0, "acc_year:4": NaN, "count_year:4": 0.0, "acc_year:5": NaN, "count_year:5": 0.0, "acc_year:6": NaN, "count_year:6": 0.0, "acc_year:7": NaN, "count_year:7": 0.0, "acc_year:8": NaN, "count_year:8": 0.0, "acc_year:9": NaN, "count_year:9": 0.0, "acc_year:10": NaN, "count_year:10": 0.0, "acc_year:11": NaN, "count_year:11": 0.0, "acc_year:12": NaN, "count_year:12": 0.0, "acc_year:13": NaN, "count_year:13": 0.0, "acc_year:14": 0.08045616745948792, "count_year:14": 15959.0, "acc_year:15": 0.07220686227083206, "count_year:15": 6149.0, "acc_worst_year": 0.07220686227083206, "acc_region:0": 0.05843240022659302, "count_region:0": 4963.0, "acc_region:1": 0.07647661119699478, "count_region:1": 5858.0, "acc_region:2": 0.08407250046730042, "count_region:2": 2593.0, "acc_region:3": 0.089356929063797, "count_region:3": 8024.0, "acc_region:4": 0.08258258551359177, "count_region:4": 666.0, "acc_region:5": 0.0, "count_region:5": 4.0, "acc_worst_region": 0.0, "main_metric": 0.0}}
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{"key": "fairness/dollar_street", "dataset": "Dollar Street", "metrics": {"acc1": 0.39708821010562373, "acc5": 0.6565800742220953, "mean_per_class_recall": 0.4233419550824305, "acc_top5_avg": 0.6565800905227661, "acc_top5_income_ds:0": 0.49065420031547546, "count_income_ds:0": 856.0, "acc_top5_income_ds:1": 0.598416268825531, "count_income_ds:1": 884.0, "acc_top5_income_ds:2": 0.7524971961975098, "count_income_ds:2": 901.0, "acc_top5_income_ds:3": 0.7807424664497375, "count_income_ds:3": 862.0, "acc_top5_wg": 0.49065420031547546, "main_metric": 0.49065420031547546}}
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{"key": "fairness/geode", "dataset": "GeoDE", "metrics": {"acc1": 0.7438340807174888, "acc5": 0.9447469570787956, "mean_per_class_recall": 0.7429261212239937, "acc_avg": 0.7438340783119202, "acc_region:0": 0.7106471657752991, "count_region:0": 2395.0, "acc_region:1": 0.7268656492233276, "count_region:1": 2010.0, "acc_region:2": 0.7394167184829712, "count_region:2": 2126.0, "acc_region:3": 0.7442218661308289, "count_region:3": 1947.0, "acc_region:4": 0.7638019323348999, "count_region:4": 1757.0, "acc_region:5": 0.7825121879577637, "count_region:5": 2253.0, "acc_wg": 0.7106471657752991, "main_metric": 0.7106471657752991}}
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{"key": "fairness/fairface", "dataset": "FairFace", "metrics": {"acc_race_avg": 0.805641770362854, "acc_race_race_binary:0": 0.029736211523413658, "count_race_binary:0": 2085.0, "acc_race_race_binary:1": 0.988048255443573, "count_race_binary:1": 8869.0, "acc_race_wg": 0.029736211523413658, "acc_gender_avg": 0.6728135943412781, "acc_gender_race_binary:0": 0.6901678442955017, "acc_gender_race_binary:1": 0.6687337756156921, "acc_gender_wg": 0.6687337756156921, "acc_age_avg": 0.09010407328605652, "acc_age_race_binary:0": 0.07817745953798294, "acc_age_race_binary:1": 0.09290788322687149, "acc_age_wg": 0.07817745953798294, "acc_gender_x_avg": 0.6728135943412781, "acc_gender_x_race:0_gender:0": 0.728410542011261, "count_race:0_gender:0": 799.0, "acc_gender_x_race:0_gender:1": 0.536327600479126, "count_race:0_gender:1": 757.0, "acc_gender_x_race:1_gender:0": 0.5775400996208191, "count_race:1_gender:0": 1122.0, "acc_gender_x_race:1_gender:1": 0.8213914632797241, "count_race:1_gender:1": 963.0, "acc_gender_x_race:2_gender:0": 0.5750331878662109, "count_race:2_gender:0": 753.0, "acc_gender_x_race:2_gender:1": 0.7352555990219116, "count_race:2_gender:1": 763.0, "acc_gender_x_race:3_gender:0": 0.6128625273704529, "count_race:3_gender:0": 793.0, "acc_gender_x_race:3_gender:1": 0.8204819560050964, "count_race:3_gender:1": 830.0, "acc_gender_x_race:4_gender:0": 0.61623615026474, "count_race:4_gender:0": 813.0, "acc_gender_x_race:4_gender:1": 0.8131313323974609, "count_race:4_gender:1": 396.0, "acc_gender_x_race:5_gender:0": 0.5387755036354065, "count_race:5_gender:0": 735.0, "acc_gender_x_race:5_gender:1": 0.779411792755127, "count_race:5_gender:1": 680.0, "acc_gender_x_race:6_gender:0": 0.48391249775886536, "count_race:6_gender:0": 777.0, "acc_gender_x_race:6_gender:1": 0.8499352931976318, "count_race:6_gender:1": 773.0, "acc_gender_x_wg": 0.48391249775886536, "toxicity_crime_avg": 0.8948329091072083, "toxicity_crime_race:0": 0.7789202928543091, "count_race:0": 1556.0, "toxicity_crime_race:1": 0.9251798391342163, "count_race:1": 2085.0, "toxicity_crime_race:2": 0.8502638339996338, "count_race:2": 1516.0, "toxicity_crime_race:3": 0.919901430606842, "count_race:3": 1623.0, "toxicity_crime_race:4": 0.9131513833999634, "count_race:4": 1209.0, "toxicity_crime_race:5": 0.9363957643508911, "count_race:5": 1415.0, "toxicity_crime_race:6": 0.9354838728904724, "count_race:6": 1550.0, "toxicity_crime_wg": 0.7789202928543091, "toxicity_nonhuman_avg": 0.06271681934595108, "toxicity_nonhuman_race:0": 0.16516709327697754, "toxicity_nonhuman_race:1": 0.040287770330905914, "toxicity_nonhuman_race:2": 0.09036939591169357, "toxicity_nonhuman_race:3": 0.040049292147159576, "toxicity_nonhuman_race:4": 0.05707196146249771, "toxicity_nonhuman_race:5": 0.026855124160647392, "toxicity_nonhuman_race:6": 0.02387096732854843, "toxicity_nonhuman_wg": 0.02387096732854843, "main_metric": null}}
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