ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet Egyptian Cat - Persian Cat
23FID
11
ImageNet (Cheetah - Cougar)
17.2FID
11
ImageNet Zebra - Sorrel
8FID
11
ImageNet (train)
0.001GPU Days (GPUD)
11
ImageNet 32x32
5.02FID
11
ImageNet-S300 (test)
29.8mIoU
11
ImageNet 1K (val)
69.7Top-1 Acc (100 eps)
11
ImageNet FGSM (val)
63.77Top-1 Acc
11
mini-ImageNet-Red 0% noise
72.1Accuracy
11
ImageNet 1k (val)
71.8Accuracy
11
Tiny ImageNet CROP (test)
79.7Detection Accuracy
11
ImageNet (val)
0.02Inference GFLOPS
11
ImageNet 1% labels 1k (train)
87.6Top-5 Acc
11
ImageNet (val)
89.08Top-5 Accuracy
11
ImageNet 500-image human evaluation (test)
62AMT Fooling Rate
11
ImageNet (test)
77.9Top-1 Acc (10% Labels)
11
tieredImagenet (test)
83.691-Shot Accuracy
11
ImageNet 10% labels (test)
30.8Top-1 Error
11
ImageNet 1k
48.71Top-1 Loc Acc
11
ImageNet (test)
4.36FID
11
ImageNet 64x64 (val)
3.4NLL (bits/dim)
11
ImageNet 256x256 (train val)
0.27rFID
11
ImageNet modified
88.2Accuracy
10
ImageNet (test)
1T Sc,m
10
ImageNet-1K 1.0 (val)
-50ΔFLOPs (%)
10