ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1K (val)
84.7Top-1 Accuracy
2
ImageNet
76.43ID-ACC
2
ImageNet-LT Textures a8
72.82AUROC
2
ImageNet LT SUN a8
81.29AUROC
2
ImageNet 49 (test)
325L1 Error
2
Mini-ImageNet 10-shot
73.4Accuracy
2
Mini-ImageNet 5-shot
67.4Accuracy
2
Mini-ImageNet 1-shot
52.8Accuracy
2
ImageNet 10% labels (train val)
63.94Top-1 Acc
2
ImageNet 1% labels (train val)
45.158Top-1 Acc
2
ImageNet ESC-27 (val)
35Accuracy (1-shot)
2
ImageNet ESC-19 (val)
35.7Accuracy (1-shot)
2
ImageNet ESC-27 (val)
60.91-shot Acc
2
ImageNet ESC-19 (val)
69.3Accuracy (1-shot)
2
ImageNet 500 samples (val)
22.05PSNR
2
ImageNet-1k (val)
75.9Piece Accuracy
2
ImageNet fake-edit
27.8CS
2
ImageNet HTBA (val)
0.78Success Rate
2
ImageNet 1K ILSVRC 2012 (unlabelled)
57.1ACC (All)
2
Tiny ImageNet
15.01Weight L2 Norm
2
ImageNet
84.1Accuracy
2
ImageNet (test)
70.58Top-1 Accuracy
2
mini-ImageNet (test)
73.455-way 100-shot Acc
2
ImageNet-R
77Accuracy
2
ImageNet-A
51.33Accuracy
2