ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet
59.15Accuracy (Clean)
5
ImageNet
18.53Adv Acc
5
ImageNet (val)
76.038Accuracy (Natural Images)
5
ImageNet-100 (test)
29.8Mf Score
5
ImageNet (test)
81.03Induced Sparsity
5
ImageNet zero-shot 1k
67.3Accuracy (Clean)
5
ImageNet 512
63IS
5
miniImageNet (test)
64.84Accuracy (20% Labeled)
5
ImageNet-30 10% labeled data and unlabeled data
96.3AUROC (In-Distribution)
5
ImageNet 50 (test)
89.8Accuracy (Novel Classes)
5
ImageNet 256x256 (val)
0.287LPIPS
5
ImageNet 64x64 (val)
0.266LPIPS
5
ImageNet 64x64 (val)
0.129LPIPS
5
ImageNet 64x64 (val)
0.146LPIPS
5
ImageNet (val)
0.763Accuracy
5
ImageNet 16-shot
64.85Accuracy
5
ImageNet (train)
1.37FID
5
ImageNet 512x512 (test)
45.01FID
5
ImageNet 256
29.85FID
5
ImageNet 200 (test)
215Votes
5
ImageNet-200 (test)
0.765Avg Sim (I->I)
5
ImageNet-100 B50Inc2 (T=25) (test)
75.03Avg Accuracy
5
ImageNet variants (Average) v1 (test)
72.9Accuracy
5
TinyImageNet
19.62Adv Acc
5
Tiny ImageNet
15.501PSNR
5