ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet (unseen)
70.43Accuracy
4
ImageNet (seen)
76.47Accuracy
4
N-ImageNet-1K
24.48Top-1 Accuracy
4
ImageNet 100-B
61.4Baseline Accuracy
4
ImageNet 100-A
70.2Balanced Accuracy
4
ImageNet-Superclass (val)
71.12Accuracy
4
ImageNet-1K
41.35ASR
4
ImageNet V2 (val)
3.18ECE
4
ImageNet-1K ILSVRC 2012 (val)
2.78ECE
4
ImageNet1k (val)
75.9Top-1 Acc
4
ImageNet-16H
12.59Error
4
ImageNet (train)
0.43FLOPs (Train)
4
ImageNet 500 Epochs (val)
74.46Top-1 Accuracy
4
ImageNet (1% labels)
31.39Top-1 Error
4
ImageNet Base classes (val)
82.66Accuracy
4
ImageNet unseen prompts
70.93Accuracy
4
ImageNet Adversarial Low conf. set
18.44Top-1 Acc
4
ImageNet-R Low conf. set
27.91Top-1 Accuracy
4
ImageNet Low conf. set v2
32.5Top-1 Accuracy
4
ImageNet Full set v2
61.11Top-1 Acc
4
ImageNet Low conf. set
38.71Top-1 Acc
4
ImageNet Full set
69.41Top-1 Accuracy
4
ImageNet-E 128x128 (val)
38.6Accuracy
4
ImageNet-C 128x128 (val)
49.7Accuracy
4
ImageNet-B 128x128 (val)
51.3Accuracy
4