ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 256x256 2015 (test)
2.58FID
21
ImageNet-1K
0.203LPIPS
21
ImageNet-1K
0.253LPIPS
21
ImageNet-1K
0.23LPIPS
21
ImageNet 1K
0.084LPIPS
21
ImageNet-1K
0.238LPIPS
21
ImageNet1K OpenOOD
51.4FPR@95
21
ImageNet-1k
63.2Accuracy (Val)
21
ImageNet 200
93.9AUROC
21
Tiny-ImageNet 20 classes Retain set (forget)
66.38Accuracy (Retain Set)
21
ImageNet
59.9Clean Accuracy
21
ImageNet-256 (test)
25.55PSNR
21
ImageNet (val)
56.67Attack Success Rate
21
ImageNet 1k (test)
39.01Accuracy
21
Tiny ImageNet
86.35Retention Accuracy (RA)
21
FG-ImageNet
38.5Final Average Accuracy (FAA)
21
Mini-ImageNet
47.32FAA
21
miniImageNet 5-way 5-shot (incremental)
84.78Accuracy S0
21
TinyImageNet (test)
62.6Accuracy
21
ImageNet-100 B50 Inc10
85.22Average Performance (A-bar)
21
ImageNet 256x256 50k (test)
1.42FID (ImageNet 50k)
21
ImageNet-R
79.5Accuracy
21
S-Tiny-ImageNet
82.04Accuracy
21
S-Tiny-ImageNet
59.99Accuracy
21
ImageNet-1K 1.0 (val)
85.1Top-1 Accuracy
21