ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1k (val)
81.13Top-1 Ret. Acc
3
ImageNet 256
24.7PSNR
3
ImageNet Overall (val)
86.8Overall Attack Success Rate
3
ImageNet Metaformer Set (val)
97.4ViT-S Accuracy
3
ImageNet
34.24PSNRb
3
ImageNet (test)
34.09PSNR (Background) (dB)
3
ImageNet
26.21TF FID
3
ImageNet
0.19Mean Squared Error (MSE)
3
ImageNet 64x64
22.1FID
3
ImageNet-R
27.25Accuracy
3
ImageNet (subset)
100Attack Success Rate (ASR)
3
ImageNet (subset)
100ASR
3
ImageNet 256x256 with guidance
2.03FID
3
ImageNet
69.14Accuracy
3
ImageNet-1k
75.25Base Accuracy
3
ImageNet-birds 50-class 512
3.38FID
3
ImageNet dogs 512x512 (train)
5.53FID
3
ImageNet-1K 1.0 (test)
2Violations
3
ImageNet-A
70.8Accuracy
3
ImageNet 1K (val)
83.8Accuracy
3
ImageNet-1K
59.6Accuracy (IPC=100)
3
ImageNet-200 (ID) vs Far-OOD (average) 1.0 (test)
93.19AUROC
3
ImageNet-200 (ID) vs Near-OOD (average) 1.0 (test)
76.88AUROC
3
ImageNet-200 (ID) vs SSB-hard (OOD) 1.0 (test)
72.09AUROC
3
ImageNet 1K (test)
37.98Base Accuracy
3