ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1k vs NINCO
89.9AUROC
50
ImageNet-1K 256x256 (test)
1.5FID
50
Continual ImageNet
93.8Total Average Online Task Accuracy
49
ImageNet-1K (val)
86.84Top-1 Accuracy
49
ImageNet 1K
89.2Top-1 Accuracy
49
ImageNet-1K (val)
71.71Delta Top-1 Accuracy
49
ImageNet 1K (val)
78.1Accuracy
49
ImageNet and Distribution Shifts
75.8ImageNet-V2 Accuracy
49
tieredImageNet
85.4Accuracy (1-shot)
49
ImageNet 1K (1%)
80.7Top-1 Acc
49
ImageNet 1k (1%)
77.3Top-1 Acc
49
ImageNet original (val)
76.4Accuracy
49
ImageNet (val)
2.39FDval
48
ImageNet (train)
1.29FD
48
ImageNet (val)
2.31FDval
48
Tiny-ImageNet 20 classes
66.38Retain Accuracy
48
ImageNet
2.77Susceptibility Score
48
ImageNet-LT
73.5F1 Score
48
ImageNet 512x512 (test)
1.13FID
48
ImageNet (train)
1.19Fréchet Distance (FD)
48
ImageNet 256x256 with FlowDCN (val)
5.94FID
48
ImageNet 1.0 (val)
80.1Accuracy
48
ImageNet-1K 256x256
0.99FID
48
ImageNet Subset-LT rho=100 (test)
50.57Accuracy
48
ImageNet-1K
79.7Inc-v3ens3
48