ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet and derived distribution shifts standard suite (test val)
88.3IN Accuracy (ref.)
32
ImageNet (10% labeled)
79Top-1 Accuracy
32
ImageNet (10%)
90.06Top-1 Acc
32
ImageNet-30 In-distribution labeled (test)
91.6Mean AUROC
32
Imagenet-dog-15 (test)
44.5NMI
32
tieredImageNet (test)
89.56Accuracy
32
ImageNet
50.24Loc Acc (%)
32
ImageNet 1K 512x512 (test)
1.28FID
32
ImageNet-1K ILSVRC 2012
99.25Attack Success Rate
31
ImageNet 100
0.38Accuracy Correlation
31
ImageNet 256 × 256
27.06PSNR
31
ImageNet standard (test)
58.6Clean Accuracy
31
ImageNet 100
94.3mAP
31
ImageNet-1k (ID) vs Sun (OOD) 1.0 (test)
99.07AUROC
31
ImageNet-1k 256x256
0.41rFID
31
ImageNet R
87.2Avg Accuracy
31
ImageNet-256 (test)
4.37FID
31
ImageNet
26.849PSNR
31
ImageNet V
70.6Accuracy
31
ImageNet-1k (train)
1.13FID
31
ImageNet
27.67PSNR
31
ImageNet-R 10 tasks
83.2Accuracy (10 Tasks)
31
ImageNet (val)
79.9Top-1 Acc
31
ImageNet mini
69.6Top-1 Accuracy (ACC_1)
31
ImageNet
88.5Dense-121 Score
31