ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
R-ImageNet
99.6ASR
8
ImageNet 64 x 64
3.3NLL (bits/dim)
8
ImageNet64 downsampled (test)
3.35BPD
8
ImageNet OOD
0.857AUROC
8
ImageNet-R
11RMS Error
8
ImageNet-C-bar
5.8RMS Error
8
ImageNet-C
6.3RMS
8
ImageNet Clean
3.6RMS Error
8
ImageNet-P
60.3mFR
8
ImageNet-R
58.5Error Rate
8
ImageNet C-bar
44.3Error Rate
8
ImageNet Clean
22.4Clean Error
8
ImageNet 1% (val)
49.5Top-1 Acc
8
Tiny-ImageNet (test)
42.76Natural Accuracy (Best)
8
ImageNet 256x256 1.0 (val)
6.18FID
8
ImageNet 256x256 (test)
38.4PSNR (Reconstruction)
8
ImageNet sub-sampled 500 samples (val)
1.047ACR
8
mini-ImageNet-LT (val)
68.3Acc (Many)
8
Long-tailed ImageNet (val)
64Acc (Many)
8
ImageNet 200 (val)
0.377Top-1 Error
8
ImageNet 1% labeled
0.699Top-1 Accuracy
8
ImageNet first 1K images (val)
25.2Top-1 Error
8
ImageNet-C
64.4Acc
8
Mini-ImageNet 4000 labels
46.01Error Rate
8
Mini-ImageNet (1000 labels)
55.35Error Rate
8