ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet
71.67Leaf Accuracy
15
ImageNet
63.6Accuracy
15
ImageNet Out-of-Distribution Variants Cross-domain
65.7Top-1 Acc (ImageNet-V2)
15
ImageNet 1k (val)
58ACC
15
ImageNet-Dogs15 1.0 (val)
87.4ACC
15
ImageNet 1% label fraction 2012 (val)
90Top-5 Acc
15
ImageNet ILSVRC 2012 (val)
69.6Top-1 Acc (100 ep)
15
ImageNet 1k (val)
154FLOPs (M)
15
ImageNet 10-Targets (all-source)
95.7Targeted Attack Success Rate
15
Split miniImageNet (test)
69.46Accuracy
15
ImageNet 32x32 (test)
3.72FID
15
ImageNet (test)
28.44PSNR
15
Tiny-ImageNet Sequential
66.7Accuracy
15
ImageNet (train val)
76.4Accuracy
15
ImageNet 1K 100K labels
38.46Top-1 Error
15
TinyImageNet 44 (test)
42.41Accuracy
15
Mini-Imagenet (20-split)
93.55Accuracy
15
ImageNet-LT (val)
21.29FID
15
ImageNet (val)
0.1Training FLOPs
15
MiniImageNet (test)
65.33Accuracy
15
ImageNet (unseen)
83.6Top-5 Accuracy
15
ImageNet1000 (incremental)
66.95Avg Incremental Accuracy
15
ImageNet CLS-LOC first 1,000 images (val)
26Top-1 Error
15
ImageNet Novel categories (test)
61.09Top-5 Acc (N'=1)
15
ImageNet 3-hop split
6.3Flat Hit@1
15