ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Adversarial ImageNet (val)
6.16Accuracy
4
Stylized ImageNet (val)
0.159Accuracy
4
ImageNet 100B
80.09Top-1 Accuracy
4
ImageNet 100B
95.4Top-5 Acc
4
ImageNet-30 IND vs Gaussian OOD
1AUROC
4
ImageNet 30 (IND) vs Uniform (OOD)
1AUROC
4
ImageNet-30 (IND) vs LSUN (C) (OOD)
99.86AUROC
4
ImageNet-30 (IND) vs iSUN (OOD)
99.74AUROC
4
ImageNet (test)
75.92Top-1 Acc
4
ImageNet 2012
71.88Top-1 Accuracy
4
Imagenet 21k v1 (test)
47gAP
4
ImageNet ILSVRC 2012 (val)
79.5Top-1 Accuracy
4
ImageNet 100% labels 1k (val)
78.2Top-1 Acc
4
ImageNet (test)
76.15Unpruned Top-1 Acc
4
ImageNet (test)
17.2Params (%)
4
ImageNet (val)
80.7Top-1 Acc
4
ImageNet 50% data
91.9Inception Score
4
ImageNet 21k (test)
95.735-way Accuracy
4
ImageNet-30 unlabeled vs Flowers (test)
94.7AUROC
4
ImageNet-30 (unlabeled) vs Dogs (test)
97.1AUROC
4
ImageNet FIX
93.3AUROC
4
Tiny ImageNet 1,000 labels (train)
17.4Error Rate
4
ImageNet
84.4Top-1 Accuracy
4
ImageNet 6 held-out classes (test)
74.8Colocalization
4
ImageNet
25GPU Hours
4