ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet MobileNet
472Rotations Count
8
ImageNet ResNet18
242Rot Count
8
ImageNet SqueezeNet
54Rotation Count
8
ImageNet 64x64 (test)
3.3bpd
8
ImageNet l_inf = 4/255 (val)
78.5Clean Accuracy
8
ImageNet (100 random samples)
0.528Pearson Correlation
8
ImageNet-R
91.17AUROC
8
ImageNet Overall Average
98.61AUROC
8
ImageNet-C
99.87AUROC
8
ImageNet-R
97.86AUROC
8
ImageNet V2
97.05AUROC
8
ImageNet 256x256 (50,000 generated samples)
1.83FID
8
ImageNet (val)
2.9FID
8
ImageNet full (val)
1FID
8
ImageNet (val)
3.5FID
8
ImageNet-1K OpenOOD (test)
80.98AUROC (Near)
8
ImageNet-1K (train)
746.99Training Time per Epoch (s)
8
ImageNet-1K
746.99Training Time per Epoch (s)
8
ImageNet 1k (Split-4)
99.4AUROC
8
ImageNet-1k (Split-3)
91.14AUROC
8
ImageNet-1k (Split-2)
99AUROC
8
ImageNet-1k (Split-1)
99.93AUROC
8
ImageNet 512x512 (val)
15.9FID
8
ImageNet-256 (test)
0.18rFID
8
ImageNet-256
1.06gFID
8