ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet ILSVRC 2012 (val)
0.996SSIM
5
ImageNet-1K Only One 56
33.8Top-1 Accuracy
5
ImageNet-1K Only One 112
69.2Top-1 Accuracy
5
ImageNet-1K Block Mask 112
78.9Top-1 Accuracy
5
ImageNet-1K Patch Mask 0.8
44.6Top-1 Accuracy
5
ImageNet-1K Patch Mask 0.6
69.1Top-1 Acc
5
ImageNet-100 (test)
36.14Consistency Score
5
ImageNet-1K (val)
13.5FLOPs Saving (%)
5
Imagenet
0.017RMSLE
5
Tiny-ImageNet alpha = 1.0
63.75Top-1 Accuracy
5
ImageNet
68.42Top-1 Clean Accuracy
5
ImageNet 16-shot, 50% label corruption
67.68Accuracy
5
ImageNet 16-shot 25% label corruption
68.62Accuracy
5
ImageNet 16-shot 10% label corruption
69.37Accuracy
5
ImageNet 16-shot 0% label corruption
69.92Accuracy
5
Imagenet
86.22Top-1 Accuracy
5
ImageNet-C
77.6Mean Corruption Error (mCE)
5
ImageNet-1K
23.3Top-1 Error Rate (%)
5
ImageNet-400 single-image prompts 1.0 (test)
99.3FID
5
ImageNet 1K
81.8Top-1 Accuracy
5
ImageNet-S
35.2Clean Accuracy
5
ImageNet-1K balanced 1.0 (test)
29.19Completion
5
ImageNet 1k
57.5Deletion Score (Drop)
5
ImageNet
48.81IoU (thr=0.3)
5
ImageNet (Split-20)
65.4AAUC
5