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Out-of-Distribution Detection on ImageNet-O (AUROC/FPR95)

0.953AUROC

ViM

0.255160.436330.61750.79867Feb 7, 2022Oct 8, 2022Jun 8, 2023Feb 6, 2024Oct 6, 2024Jun 6, 2025Feb 5, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2022.03
0.9530.894
2022.03
0.92810.3695
2022.03
0.92550.3675
2022.03
0.90710.426
2022.03
0.90460.413
2022.03
0.89850.4415
2022.03
0.89850.4415
2022.03
0.88780.592
2022.03
0.88230.4785
2022.03
0.86680.6855
2022.03
0.85460.7355
2022.03
0.84120.557
2022.03
0.84090.445
2026.02
0.840.649
2022.03
0.83870.615
2022.02
0.824-
2022.03
0.82290.457
2026.02
0.8220.641
2022.03
0.81910.6735
2022.03
0.81860.6485
2022.03
0.81570.655
2022.03
0.81280.515
2022.03
0.81150.7285
2022.03
0.81020.748
2022.03
0.80620.5365
2026.02
0.8060.671
2022.03
0.80370.7005
2022.03
0.80150.76
2026.02
0.7910.745
2022.03
0.78970.637
2022.03
0.76930.7905
2022.03
0.76680.818
2022.03
0.75950.9025
2022.02
0.758-
2026.02
0.7580.732
2022.03
0.75110.798
2022.03
0.74540.9125
2022.02
0.741-
2022.02
0.714-
2022.03
0.71050.846
2026.02
0.7030.85
2022.03
0.68020.7845
2022.03
0.67070.917
2022.03
0.670.885
2022.03
0.66360.8495
2022.03
0.65680.8665
2022.03
0.64320.8185
2022.03
0.63650.872
2022.03
0.63590.964
2022.03
0.63360.8775
2022.03
0.63010.9685
2022.03
0.630.9685
2022.03
0.62870.899
2022.03
0.6250.897
2022.03
0.6170.8495
2022.03
0.61650.913
2022.03
0.61380.837
2022.03
0.6060.8275
2022.02
0.6-
2026.02
0.5931
2022.03
0.57120.9685
2022.03
0.56130.9385
2022.03
0.54390.9265
2022.03
0.53950.901
2022.03
0.52870.9325
2022.02
0.519-
2022.03
0.48760.9865
2026.02
0.4650.999
2026.02
0.4171
2026.02
0.4061
2022.02
0.305-
2026.02
0.2941
2022.02
0.291-
2022.02
0.282-