ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet Diffusion
1SSIM
3
ImageNet-1K (test val)
0.026ECE
3
ImageNet-1k (test)
37.6Zero-shot Accuracy
3
ImageNet
83.17Base Accuracy
3
ImageNet
10TP
3
ImageNet sigma=250 (test)
23.44PSNR
3
ImageNet sigma=200 (test)
24.25PSNR
3
ImageNet sigma=150 (test)
25.39PSNR
3
ImageNet sigma=100 (test)
27PSNR
3
ImageNet sigma=50 (test)
29.9PSNR
3
ImageNet Mini
0.44ARI
3
TinyImageNet 2015 (test)
21.7Accuracy
3
ImageNet and Variants domain generalization
73.56ImageNet Source Acc
3
Tiny-ImageNet
47.95Clean Avg Acc
3
ImageNet-1K (test)
59.2Accuracy (All)
3
ImageNet-1K 500 base classes 2009
39.34Accuracy (Session 0)
3
ImageNet-1k 1.0 (val)
83.9Top-1 Acc
3
ImageNet-64
69Certified Acc (eps=0.0)
3
ImageNet-LT SADE (test)
70.09Acc (Forward-LT, 50)
3
ImageNet-LT (test)
70.13Forward-LT Acc (1)
3
ImageNet-1k (val)
68.7Puzzle Level Success Rate
3
ImageNet (test)
74.9NMI
3
Tiny ImageNet OOD (test)
31.99RMS Calibration Error
3
ImageNet 100-B
0.899ASR
3
ImageNet (val)
85.7Accuracy
3