ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet ILSVRC2012 (val)
36.4Inception Acc
5
ImageNet 30-class subsets (test)
74.4Accuracy
5
ImageNet in-domain
85.2Top-5 Accuracy
5
ImageNet 21K 2011 (full)
1.4Hierarchical Precision@1
5
ImageNet 3-hops 2011
2.7Hierarchical Precision@1
5
ImageNet 2-hops 2011
9.4Hierarchical Precision@1
5
ImageNet 64x64 (test)
1.62FID
5
ImageNet
100Accuracy
4
ImageNet 100
11.747FID
4
Tiny-ImageNet AutoAttack standard (test)
18.95Accuracy
4
ImageNet-1K (val)
84.706Top-1 Acc
4
ImageNet N=20,000
9.08MAE CWCE (Equal Binning 15)
4
ImageNet-1K
99.9Accuracy
4
ImageNet-1K BIM attack 1.0 (test)
100Test Power
4
ImageNet-LT 32 x 32
2.33FID
4
ImageNet-100 (test)
91.14Top-1 Accuracy (Original)
4
ImageNet-S OOD (test)
34.35Top-1 Accuracy
4
ImageNet-R OOD (test)
31.89Top-1 Accuracy
4
I2E-ImageNet (test)
60.5Accuracy
4
ImageNet 1K (val)
-7.74BD-Rate
4
mini-ImageNet-C
66.69Robustness Accuracy
4
ImageNet-C
55.93Accuracy (Patch Token)
4
ImageNet-1K
76.87Accuracy (Patch Token)
4
ImageNet-100 (val)
20.53mIoU (Linear Seg.)
4
ImageNet-100 256 x 256 (50,000-sample reference set)
13.59FID-50K
4