ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet sigma=0.5 (test)
24.4PSNR
6
ImageNet sigma=0.2 (test)
26.6PSNR
6
Mini-ImageNet
60.5Forgetting Classes BF
6
ImageNet
71.6Top-1 Accuracy
6
ImageNet Variants (V2, R, A, O, Sketch) (test)
37.5IN-V2 Top-1 Acc
6
ImageNet-1k
82.64Balanced Accuracy
6
ImageNet ID (test)
2.05ECE
6
ImageNet vs FarOOD
98.44AUROC
6
ImageNet vs Texture
0.97AUROC
6
ImageNet vs NearOOD
81.38AUROC
6
ImageNet vs OpenImage-O
88.35AUROC
6
ImageNet vs Species
77.71AUROC
6
ImageNet (val)
0.47Inference Time (s)
6
ImageNet 20-class subset (test)
26.85PSNR
6
Tiny ImageNet
45Accuracy
6
ImageNet
92.6FGSM
6
Tiny ImageNet
0.38Time (s)
6
Imagenet Diffusion 256x256 (test)
3.479Generation Time (s)
6
ImageNet Tench
0.972ASR
6
MiniImageNet
95.34Accuracy
6
ImageNet-A 50 tasks (test)
60.82Accuracy
6
ImageNet A
0.03Training Time (s)
6
ImageNet-1k 1.0
0.79ERB (Golf Ball)
6
ImageNet-1K and Variants (V2, A, R, O, Sketch) 1.0 (test)
38.6ImageNet-1K Accuracy
6
ImageNet100 (test)
75.54Last Accuracy
6