ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet Real 1k (val)
90.2Top-1 Acc
64
ImageNet-R 5-task
88.42Avg Accuracy (A_bar)
64
Tiny ImageNet
0.712Accuracy
63
ImageNet
76.58Accuracy
63
ImageNet-Sketch
72.9Accuracy
63
ImageNet 256x256 2012 (val)
1.28FID
63
ImageNet
1.52Average Prediction Set Size
63
ImageNet 1k
83.5Top-1 Acc
62
ImageNet (INet)
86.95Accuracy
62
ImageNet class-conditional 256x256
337.85Inception Score (IS)
61
ImageNet 256x256 (val)
1.6FID
61
ImageNet-1K OOD (Average: OpenImage-O, Texture, iNaturalist, ImageNet-O) 1.0 (test)
97.95AUROC
61
miniImageNet standard (test)
89.8Accuracy
61
ImageNet 200
0.68ECE
60
ImageNet-1k
87.31Top-1 Accuracy
60
ImageNet-1K
76.69Retention Score
60
ImageNet random subset of 1000 images
0.65ARCC
60
ImageNet-1K
62.17DMA
60
Tiny-Imagenet
39.5Average Accuracy
60
Tiny-ImageNet Split 100 tasks (test)
8.95AF (%)
60
ImageNet-1K 256x256 1.0 (train)
365.4IS
60
ImageNet 50K images (val)
317.16IS
60
ImageNet-100
0.2Selective Prediction Error
60
Tiny ImageNet (train test)
17.82FID
60
ImageNet
77.1Top-1 Accuracy
60