ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet 256x256 50k images 2012 (test)
7.45FID
28
ImageNet-1k 1% labels
75.7Top-1 Acc
28
ImageNet-R
64.23AAUC
28
ImageNet-shift
70.7Accuracy
28
TinyImageNet
0.14Classwise ECE
28
ImageNet-1K
80Accuracy
28
ImageNet-1K (val)
88.1Top-1 Acc
28
ImageNet-Rendition
91.58Top-1 Acc
28
ImageNet-1K 1.0 (val)
84.5Top-1 Acc
28
ImageNet 1k (source)
73.38Top-1 Acc
28
ImageNet-R
0.995ROC AUC
28
ImageNet-1K 1.0 (1% labels)
80.2Top-1 Acc
28
ImageNet-200 (test)
4.1Top-1 Error Rate
28
ImageNet16-120 (test)
50.52Accuracy
28
ImageNet16-120 (val)
50.2Accuracy
28
ImageNet
76.87Average Accuracy
27
ImageNet
1HMS_med
27
ImageNet
0.896HMSmean
27
Tiny-ImageNet-C
38.96Accuracy
27
Tiny ImageNet Seq
6.84FF
27
ImageNet Mini
82.44Top-1 Accuracy
27
ImageNet-1K Far-OOD Average (test)
14.32FPR@95
27
ImageNet 16 (test)
77.2Top-1 Acc
27
ImageNet
0.695MAE
27
ImageNet
3.85GFLOPS
27