ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1k
76.8Accuracy
12
ImageNet-1K
83.6EMA Accuracy
12
FG-ImageNet (test)
38.5FAA
12
FG-ImageNet
1.86Forward Transfer (FWT)
12
ImageNet-16H ID
76SAC
12
ImageNet-A 10 incremental tasks
66.71Accuracy (A_Last)
12
ImageNet 1k (source)
68.12Accuracy
12
ImageNet Sketch R A V2
48.18Accuracy (V2)
12
ImageNet novel and all classes
55.9Novel Top-5 Accuracy
12
ImageNet-100 (test)
85.8Top-1 Acc
12
ImageNet-1k (test)
0.54rFID
12
Tiny-ImageNet (iid)
60.5Accuracy
12
ImageNet Mix
74.2Average Accuracy
12
ImageNet-C
85.85AA
12
ImageNet-30 (20 known 10 unknown)
88.74Accuracy
12
ImageNet (val)
26.7Top-1 Error
12
ImageNet
22.4Test Error Rate
12
ImageNet
1.389Density
12
ImageNet (val)
0.32Accuracy Drop
12
miniImageNet -> CIFAR-100 Laplace2
28.11Accuracy
12
ImageNet 256x256 (test)
0.122LPIPS
12
Tiny-ImageNet IID (test)
36.53Accuracy
12
IMAGENET (test)
-0.049NLL Improvement (Absolute)
12
ImageNet 256x256 (val)
0.367LPIPS
12
ImageNet-1K (test)
66.7Final Accuracy
12