ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1K PGD attack 1.0 (test)
100Detection Power (PGD 1.0)
2
ImageNet-1K FGSM attack 1.0 (test)
1Test Power (epsilon)
2
ImageNet-1K CW attack 1.0 (test)
1Test Power
2
ImageNet-LT 64 x 64
5.5FID
2
ImageNet-R
46.5Accuracy
2
ImageNet-O
89.3FPR95
2
ImageNet 20 worst classes for ViT-B-32 (val)
71.3Top-1 Accuracy
2
ImageNet 20 worst classes for ResNet-18 (val)
74.7Top-1 Accuracy
2
ImageNet 20 worst classes for MobileNet-V2 (val)
74.8Top-1 Accuracy
2
ImageNet Pixel 64x64x3 (test)
2.96Wall-clock Speedup over DDPM
2
ImageNet LDM 256x256 latent to 64x64x3 (test)
2.28Wall-clock Speedup (vs DDPM)
2
ImageNet 100
88Top-1 Accuracy
2
ImageNet
81.974Top-1 Accuracy
2
Tiny ImageNet 100K, 64x64, 200 (test)
58.85Top-1 Accuracy
2
ImageNet 256x256 1k (test)
21.059PSNR
2
ImageNet 256x256 1k (test)
19.954PSNR
2
ImageNet 256x256 1k (test)
20.509PSNR
2
ImageNet
20.509PSNR
2
ImageNet (test)
54.18Retained Accuracy (Test)
2
ImageNet 1k 2009
87.9LLaVA
2
ImageNet-1k
81.05Accuracy
2
ImageNet
26Estimated Intrinsic Dimension
2
ImageNet 100 images (val)
29.68PSNR
2
ImageNet 100 images (val)
26.61PSNR
2
ImageNet 100 images (val)
21.22PSNR
2