ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet-1k (test)
26.9EM
9
ImageNet-1K (val)
25,348Peak Throughput (images/s)
9
ImageNet (val)
99.9TPR@FPR=1%
9
ImageNet100 streaming online 20 experiences
49.4Final Accuracy
9
ImageNet
73.26AT Accuracy
9
ImageNet-1K 512 x 512 (test)
0.017FID
9
ImageNet-1K 512 x 512 (test)
0.017FID
9
ImageNet 1k
85.51Top-1 Accuracy
9
ImageNet-R (OOD)
10.73AAUC
9
ImageNet (test)
77.9Base Accuracy
9
TinyImageNet (10-split)
87.74Accuracy
9
ImageNet-R (10-Split)
81.17Accuracy
9
ImageNet 256x256
78.9Accuracy (%)
9
Tiny ImageNet
58.7AULC
9
ImageNet High-budget regime cycles 14-20
0.724AULC
9
Tiny ImageNet High-budget regime cycles 14-20
75.4AULC
9
Tiny ImageNet Practical
30.31Mean Accuracy
9
Tiny ImageNet
72.7AULC
9
ImageNet-C (test)
64.5Accuracy
9
ImageNet-100 Base 50 Inc 10 1.0 (test)
73.5Last Accuracy
9
ImageNet-100 (Base 0 Inc 5) 1.0 (test)
64.86Last Accuracy
9
ImageNet
23.92PSNR
9
ImageNet 5,000 images (val)
0.635Positive AUC
9
ImageNet-1k
0.091MSE
9
ImageNet 16H OOD
76SAC
9