ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet
96.22AUROC
77
Tiny-ImageNet
90.6Top-1 Accuracy
76
ImageNet (val)
83.47Top-1 Accuracy
76
ImageNet 15 (val)
1.36gFID
75
ImageNet-1K
84.6Top-1 Acc
75
ImageNet-512
2.41FID
75
Red Mini-ImageNet (test)
78.12Accuracy
75
mini-ImageNet (test)
83.35Acc (5-shot)
75
ImageNet 512x512 (test)
1.366FID
74
ImageNet-W
-1.11IN-W Gap
74
ImageNet-C (test)
9.58mCE
74
ImageNet-O
0.953AUROC
74
ImageNet 256x256 (train val)
1.13FID
74
ImageNet 128x128
1.26FID
74
ImageNet-Compatible
89Avg Success Rate
73
ImageNet-1K 1.0 (test)
83.7Top-1 Acc
72
ImageNet-LT (val)
78.7Top-1 Acc (Total)
72
ImageNet (val)
15.42Top-1 Error
72
ImageNet-1K (test)
79.36Top-1 Accuracy
71
ImageNet I-Squawk (test)
80.6Accuracy
71
ImageNet-1K OOD Average
97.75AUROC
71
ImageNet 64x64 (test)
2.94Bits Per Sub-Pixel
71
ImageNet
70.26AUPR@1
70
ImageNet SUN
4.42FPR@95
70
ImageNet 1000 classes 16
50.5Top-1 Acc
70