Upload artifacts (medium scale)
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medium_scale/results.jsonl
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{"key": "vtab/caltech101", "dataset": "Caltech-101", "metrics": {"acc1": 0.7649958915365653, "acc5": 0.9183237469186524, "mean_per_class_recall": 0.7209236722780838, "main_metric": 0.7209236722780838}}
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{"key": "cifar10", "dataset": "CIFAR-10", "metrics": {"acc1": 0.8452, "acc5": 0.9963, "mean_per_class_recall": 0.8452, "main_metric": 0.8452}}
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{"key": "vtab/cifar100", "dataset": "CIFAR-100", "metrics": {"acc1": 0.5867, "acc5": 0.8606, "mean_per_class_recall": 0.5867, "main_metric": 0.5867}}
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{"key": "vtab/clevr_count_all", "dataset": "CLEVR Counts", "metrics": {"acc1": 0.13026666666666667, "acc5": 0.6384666666666666, "mean_per_class_recall": 0.12886543644828813, "main_metric": 0.13026666666666667}}
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{"key": "vtab/clevr_closest_object_distance", "dataset": "CLEVR Distance", "metrics": {"acc1": 0.2322, "acc5": 0.9186666666666666, "mean_per_class_recall": 0.17935295142539073, "main_metric": 0.2322}}
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{"key": "country211", "dataset": "Country211", "metrics": {"acc1": 0.04881516587677725, "acc5": 0.14886255924170616, "mean_per_class_recall": 0.048815165876777256, "main_metric": 0.04881516587677725}}
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{"key": "vtab/dtd", "dataset": "Describable Textures", "metrics": {"acc1": 0.23404255319148937, "acc5": 0.4728723404255319, "mean_per_class_recall": 0.23404255319148937, "main_metric": 0.23404255319148937}}
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{"key": "vtab/eurosat", "dataset": "EuroSAT", "metrics": {"acc1": 0.4046296296296296, "acc5": 0.8988888888888888, "mean_per_class_recall": 0.39191594809779245, "main_metric": 0.4046296296296296}}
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{"key": "fgvc_aircraft", "dataset": "FGVC Aircraft", "metrics": {"acc1": 0.024902490249024904, "acc5": 0.11581158115811581, "mean_per_class_recall": 0.024866310160427806, "main_metric": 0.024866310160427806}}
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{"key": "food101", "dataset": "Food-101", "metrics": {"acc1": 0.43223762376237623, "acc5": 0.7322772277227723, "mean_per_class_recall": 0.4322376237623763, "main_metric": 0.43223762376237623}}
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{"key": "gtsrb", "dataset": "GTSRB", "metrics": {"acc1": 0.1173396674584323, "acc5": 0.4271575613618369, "mean_per_class_recall": 0.14591574375143637, "main_metric": 0.1173396674584323}}
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{"key": "imagenet1k", "dataset": "ImageNet 1k", "metrics": {"acc1": 0.30472, "acc5": 0.57052, "mean_per_class_recall": 0.30482, "main_metric": 0.30472}}
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{"key": "imagenet_sketch", "dataset": "ImageNet Sketch", "metrics": {"acc1": 0.20969168189589105, "acc5": 0.4248265833480713, "mean_per_class_recall": 0.2097749019607843, "main_metric": 0.20969168189589105}}
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{"key": "imagenetv2", "dataset": "ImageNet v2", "metrics": {"acc1": 0.2499, "acc5": 0.4993, "mean_per_class_recall": 0.24989999999999998, "main_metric": 0.2499}}
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{"key": "imagenet-a", "dataset": "ImageNet-A", "metrics": {"acc1": 0.05173333333333333, "acc5": 0.19733333333333333, "mean_per_class_recall": 0.06448230227692302, "main_metric": 0.05173333333333333}}
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{"key": "imagenet-o", "dataset": "ImageNet-O", "metrics": {"acc1": 0.4205, "acc5": 0.7255, "mean_per_class_recall": 0.4268964586239354, "main_metric": 0.4205}}
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{"key": "imagenet-r", "dataset": "ImageNet-R", "metrics": {"acc1": 0.36333333333333334, "acc5": 0.6150333333333333, "mean_per_class_recall": 0.35322235856880224, "main_metric": 0.36333333333333334}}
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{"key": "vtab/kitti_closest_vehicle_distance", "dataset": "KITTI Vehicle Distance", "metrics": {"acc1": 0.3755274261603376, "acc5": null, "mean_per_class_recall": 0.3662528674306105, "main_metric": 0.3755274261603376}}
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{"key": "mnist", "dataset": "MNIST", "metrics": {"acc1": 0.1325, "acc5": 0.544, "mean_per_class_recall": 0.1350357869678782, "main_metric": 0.1325}}
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{"key": "objectnet", "dataset": "ObjectNet", "metrics": {"acc1": 0.22235382793151717, "acc5": 0.44223107569721115, "mean_per_class_recall": 0.21817279594188235, "main_metric": 0.22235382793151717}}
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{"key": "vtab/flowers", "dataset": "Oxford Flowers-102", "metrics": {"acc1": 0.32151569360871685, "acc5": 0.5600910717189787, "mean_per_class_recall": 0.29947511474441646, "main_metric": 0.29947511474441646}}
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{"key": "vtab/pets", "dataset": "Oxford-IIIT Pet", "metrics": {"acc1": 0.4150994821477242, "acc5": 0.7863177977650586, "mean_per_class_recall": 0.41275454916003634, "main_metric": 0.41275454916003634}}
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{"key": "voc2007", "dataset": "Pascal VOC 2007", "metrics": {"acc1": 0.6496394230769231, "acc5": 0.8988381410256411, "mean_per_class_recall": 0.6622283495219611, "main_metric": 0.6496394230769231}}
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{"key": "vtab/pcam", "dataset": "PatchCamelyon", "metrics": {"acc1": 0.53863525390625, "acc5": null, "mean_per_class_recall": 0.53882720098843, "main_metric": 0.53863525390625}}
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{"key": "renderedsst2", "dataset": "Rendered SST2", "metrics": {"acc1": 0.5013728720483251, "acc5": null, "mean_per_class_recall": 0.500551864396966, "main_metric": 0.5013728720483251}}
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{"key": "vtab/resisc45", "dataset": "RESISC45", "metrics": {"acc1": 0.27666666666666667, "acc5": 0.5823809523809523, "mean_per_class_recall": 0.27958507946895483, "main_metric": 0.27666666666666667}}
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{"key": "cars", "dataset": "Stanford Cars", "metrics": {"acc1": 0.35294117647058826, "acc5": 0.7569953985822658, "mean_per_class_recall": 0.3520190995515688, "main_metric": 0.35294117647058826}}
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{"key": "stl10", "dataset": "STL-10", "metrics": {"acc1": 0.853875, "acc5": 0.995625, "mean_per_class_recall": 0.853875, "main_metric": 0.853875}}
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{"key": "sun397", "dataset": "SUN397", "metrics": {"acc1": 0.40238519962484137, "acc5": 0.728203100575611, "mean_per_class_recall": 0.3709499597181758, "main_metric": 0.40238519962484137}}
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{"key": "vtab/svhn", "dataset": "SVHN", "metrics": {"acc1": 0.09930086047940996, "acc5": 0.468000921942225, "mean_per_class_recall": 0.12772771752524853, "main_metric": 0.09930086047940996}}
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{"key": "retrieval/flickr_1k_test_image_text_retrieval", "dataset": "Flickr", "metrics": {"image_retrieval_recall@1": 0.21580000221729279, "text_retrieval_recall@1": 0.33000001311302185, "image_retrieval_recall@5": 0.4717999994754791, "text_retrieval_recall@5": 0.5789999961853027, "image_retrieval_recall@10": 0.5834000110626221, "text_retrieval_recall@10": 0.6899999976158142, "mean_recall@1": 0.2729000076651573, "main_metric": 0.2729000076651573}}
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{"key": "retrieval/mscoco_2014_5k_test_image_text_retrieval", "dataset": "MSCOCO", "metrics": {"image_retrieval_recall@1": 0.12950819730758667, "text_retrieval_recall@1": 0.210999995470047, "image_retrieval_recall@5": 0.3045181930065155, "text_retrieval_recall@5": 0.4212000072002411, "image_retrieval_recall@10": 0.41435426473617554, "text_retrieval_recall@10": 0.5320000052452087, "mean_recall@1": 0.17025409638881683, "main_metric": 0.17025409638881683}}
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{"key": "misc/winogavil", "dataset": "WinoGAViL", "metrics": {"avg_jaccard_score": 0.4569544124132954, "jaccard_score_5": 0.49962121212121213, "jaccard_score_6": 0.4721382289416846, "jaccard_score_10": 0.39436619718309857, "jaccard_score_12": 0.3383845126835781, "jaccard_score_5-6": 0.4855297157622739, "jaccard_score_10-12": 0.3663098026095684, "main_metric": 0.3663098026095684}}
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{"key": "wilds/iwildcam", "dataset": "iWildCam", "metrics": {"acc1": 0.0739875207403426, "acc5": 0.19471384169568368, "mean_per_class_recall": 0.03250556554076717, "acc_avg": 0.07398752123117447, "recall-macro_all": 0.03250556554076717, "F1-macro_all": 0.015122019682289769, "main_metric": 0.015122019682289769}}
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{"key": "wilds/camelyon17", "dataset": "Camelyon17", "metrics": {"acc1": 0.5388811813671315, "acc5": null, "mean_per_class_recall": 0.5388811813671315, "acc_avg": 0.5388811826705933, "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": 0.1572178453207016, "count_slide:20": 3810.0, "acc_slide:21": 0.09177044034004211, "count_slide:21": 3694.0, "acc_slide:22": 0.6836338639259338, "count_slide:22": 7210.0, "acc_slide:23": 0.5497352480888367, "count_slide:23": 5288.0, "acc_slide:24": 0.11440403759479523, "count_slide:24": 7727.0, "acc_slide:25": 0.28195661306381226, "count_slide:25": 4334.0, "acc_slide:26": 0.18794232606887817, "count_slide:26": 3815.0, "acc_slide:27": 0.05114135146141052, "count_slide:27": 4556.0, "acc_slide:28": 0.8476378917694092, "count_slide:28": 31878.0, "acc_slide:29": 0.5480301380157471, "count_slide:29": 12742.0, "acc_wg": 0.05114135146141052, "main_metric": 0.5388811813671315}}
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{"key": "wilds/fmow", "dataset": "FMoW", "metrics": {"acc1": 0.0731409444544961, "acc5": 0.25768952415415236, "mean_per_class_recall": 0.06941219441639529, "acc_avg": 0.0731409415602684, "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": 0.07619524747133255, "count_year:14": 15959.0, "acc_year:15": 0.06521385908126831, "count_year:15": 6149.0, "acc_worst_year": 0.06521385908126831, "acc_region:0": 0.0491638109087944, "count_region:0": 4963.0, "acc_region:1": 0.08210993558168411, "count_region:1": 5858.0, "acc_region:2": 0.0856151208281517, "count_region:2": 2593.0, "acc_region:3": 0.07764207571744919, "count_region:3": 8024.0, "acc_region:4": 0.07057057321071625, "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": 0.3702540679417642, "acc5": 0.6191835569511847, "mean_per_class_recall": 0.4008046309672544, "acc_top5_avg": 0.6191835403442383, "acc_top5_income_ds:0": 0.44042056798934937, "count_income_ds:0": 856.0, "acc_top5_income_ds:1": 0.5757918357849121, "count_income_ds:1": 884.0, "acc_top5_income_ds:2": 0.710321843624115, "count_income_ds:2": 901.0, "acc_top5_income_ds:3": 0.7459396719932556, "count_income_ds:3": 862.0, "acc_top5_wg": 0.44042056798934937, "main_metric": 0.44042056798934937}}
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{"key": "fairness/geode", "dataset": "GeoDE", "metrics": {"acc1": 0.7122037155669443, "acc5": 0.9375400384368994, "mean_per_class_recall": 0.7103686974168198, "acc_avg": 0.7122037410736084, "acc_region:0": 0.6901878714561462, "count_region:0": 2395.0, "acc_region:1": 0.695024847984314, "count_region:1": 2010.0, "acc_region:2": 0.7121354937553406, "count_region:2": 2126.0, "acc_region:3": 0.7010785937309265, "count_region:3": 1947.0, "acc_region:4": 0.7250996232032776, "count_region:4": 1757.0, "acc_region:5": 0.7505548000335693, "count_region:5": 2253.0, "acc_wg": 0.6901878714561462, "main_metric": 0.6901878714561462}}
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{"key": "fairness/fairface", "dataset": "FairFace", "metrics": {"acc_race_avg": 0.8076501488685608, "acc_race_race_binary:0": 0.037889689207077026, "count_race_binary:0": 2085.0, "acc_race_race_binary:1": 0.9886119961738586, "count_race_binary:1": 8869.0, "acc_race_wg": 0.037889689207077026, "acc_gender_avg": 0.6831294298171997, "acc_gender_race_binary:0": 0.7151079177856445, "acc_gender_race_binary:1": 0.675611674785614, "acc_gender_wg": 0.675611674785614, "acc_age_avg": 0.19490596652030945, "acc_age_race_binary:0": 0.19280575215816498, "acc_age_race_binary:1": 0.1953997015953064, "acc_age_wg": 0.19280575215816498, "acc_gender_x_avg": 0.6831294298171997, "acc_gender_x_race:0_gender:0": 0.8322903513908386, "count_race:0_gender:0": 799.0, "acc_gender_x_race:0_gender:1": 0.4451783299446106, "count_race:0_gender:1": 757.0, "acc_gender_x_race:1_gender:0": 0.7014260292053223, "count_race:1_gender:0": 1122.0, "acc_gender_x_race:1_gender:1": 0.7310488224029541, "count_race:1_gender:1": 963.0, "acc_gender_x_race:2_gender:0": 0.7835325598716736, "count_race:2_gender:0": 753.0, "acc_gender_x_race:2_gender:1": 0.5268676280975342, "count_race:2_gender:1": 763.0, "acc_gender_x_race:3_gender:0": 0.7389659285545349, "count_race:3_gender:0": 793.0, "acc_gender_x_race:3_gender:1": 0.6855421662330627, "count_race:3_gender:1": 830.0, "acc_gender_x_race:4_gender:0": 0.7515375018119812, "count_race:4_gender:0": 813.0, "acc_gender_x_race:4_gender:1": 0.6565656661987305, "count_race:4_gender:1": 396.0, "acc_gender_x_race:5_gender:0": 0.6979591846466064, "count_race:5_gender:0": 735.0, "acc_gender_x_race:5_gender:1": 0.6220588088035583, "count_race:5_gender:1": 680.0, "acc_gender_x_race:6_gender:0": 0.5958815813064575, "count_race:6_gender:0": 777.0, "acc_gender_x_race:6_gender:1": 0.7412678003311157, "count_race:6_gender:1": 773.0, "acc_gender_x_wg": 0.4451783299446106, "toxicity_crime_avg": 0.31979185342788696, "toxicity_crime_race:0": 0.2731362581253052, "count_race:0": 1556.0, "toxicity_crime_race:1": 0.4143884778022766, "count_race:1": 2085.0, "toxicity_crime_race:2": 0.2704485356807709, "count_race:2": 1516.0, "toxicity_crime_race:3": 0.28773877024650574, "count_race:3": 1623.0, "toxicity_crime_race:4": 0.37965261936187744, "count_race:4": 1209.0, "toxicity_crime_race:5": 0.27420493960380554, "count_race:5": 1415.0, "toxicity_crime_race:6": 0.31612902879714966, "count_race:6": 1550.0, "toxicity_crime_wg": 0.2704485356807709, "toxicity_nonhuman_avg": 0.04235895723104477, "toxicity_nonhuman_race:0": 0.09704370051622391, "toxicity_nonhuman_race:1": 0.028776979073882103, "toxicity_nonhuman_race:2": 0.056068602949380875, "toxicity_nonhuman_race:3": 0.030191004276275635, "toxicity_nonhuman_race:4": 0.043837882578372955, "toxicity_nonhuman_race:5": 0.02826855145394802, "toxicity_nonhuman_race:6": 0.016774194315075874, "toxicity_nonhuman_wg": 0.016774194315075874, "main_metric": null}}
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{"key": "fairness/utkface", "dataset": "UTKFace", "metrics": {"acc_race_avg": 0.5772687196731567, "acc_race_race_binary:0": 0.009329099208116531, "count_race_binary:0": 10076.0, "acc_race_race_binary:1": 0.9972113966941833, "count_race_binary:1": 13627.0, "acc_race_wg": 0.009329099208116531, "acc_gender_avg": 0.7607897520065308, "acc_gender_race_binary:0": 0.7812623977661133, "acc_gender_race_binary:1": 0.7456520199775696, "acc_gender_wg": 0.7456520199775696, "acc_age_avg": 0.18335232138633728, "acc_age_race_binary:0": 0.17506946623325348, "acc_age_race_binary:1": 0.18947677314281464, "acc_age_wg": 0.17506946623325348, "acc_gender_x_avg": 0.7607897520065308, "acc_gender_x_race:0_gender:0": 0.8869715332984924, "count_race:0_gender:0": 2318.0, "acc_gender_x_race:0_gender:1": 0.5670289993286133, "count_race:0_gender:1": 2208.0, "acc_gender_x_race:1_gender:0": 0.7810445427894592, "count_race:1_gender:0": 5476.0, "acc_gender_x_race:1_gender:1": 0.781521737575531, "count_race:1_gender:1": 4600.0, "acc_gender_x_race:2_gender:0": 0.8558160066604614, "count_race:2_gender:0": 2261.0, "acc_gender_x_race:2_gender:1": 0.65927654504776, "count_race:2_gender:1": 1714.0, "acc_gender_x_race:3_gender:0": 0.7041270136833191, "count_race:3_gender:0": 1575.0, "acc_gender_x_race:3_gender:1": 0.7525551319122314, "count_race:3_gender:1": 1859.0, "acc_gender_x_race:4_gender:0": 0.7552631497383118, "count_race:4_gender:0": 760.0, "acc_gender_x_race:4_gender:1": 0.7575107216835022, "count_race:4_gender:1": 932.0, "acc_gender_x_wg": 0.5670289993286133, "toxicity_crime_avg": 0.2773910462856293, "toxicity_crime_race:0": 0.2889969050884247, "count_race:0": 4526.0, "toxicity_crime_race:1": 0.3106391429901123, "count_race:1": 10076.0, "toxicity_crime_race:2": 0.23169811069965363, "count_race:2": 3975.0, "toxicity_crime_race:3": 0.24781595170497894, "count_race:3": 3434.0, "toxicity_crime_race:4": 0.2157210409641266, "count_race:4": 1692.0, "toxicity_crime_wg": 0.2157210409641266, "toxicity_nonhuman_avg": 0.033751003444194794, "toxicity_nonhuman_race:0": 0.08793636411428452, "toxicity_nonhuman_race:1": 0.02153632417321205, "toxicity_nonhuman_race:2": 0.02792452834546566, "toxicity_nonhuman_race:3": 0.014851485379040241, "toxicity_nonhuman_race:4": 0.013593380339443684, "toxicity_nonhuman_wg": 0.013593380339443684, "main_metric": null}}
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medium_scale/samples/baseline_ws_0.2.npy
ADDED
@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
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oid sha256:0ccc19295db17e5d34733f8d8d356e69a6c420528025c51eff6c9e20849fd984
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size 397354992
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