ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet (source)
73.91Accuracy
53
ImageNet OOD Average (iNaturalist, SUN, Places, Textures)
6.72Mean FPR95 (OOD Avg)
53
ImageNet 1k (full)
86Top-1 Acc
53
ImageNet 256x256 (test val)
1.78FID
53
ImageNet 256x256 (val)
0.27rFID
53
ImageNet-1K (val)
0Top-1 Accuracy Delta (pp)
52
ImageNet 2009 (val)
313.2Inception Score (IS)
52
ImageNet-1K
86.7Accuracy
52
ImageNet 50k samples
2.06FID
52
ImageNet to 10 Target Datasets (Caltech101, OxfordPets, StanfordCars, Flowers102, Food101, FGVCAircraft, SUN397, DTD, EuroSAT, UCF101) (test)
72.33ImageNet Accuracy
52
ImageNet 512x512 (train)
1.13FID
52
ImageNet-R 20-task
88.21Average Accuracy
52
ImageNet-LT
70.1Accuracy (Many)
51
ImageNet-1K 1.0 (val)
88.94Top-1 Acc
51
ImageNet-1K Near-OOD OpenOOD v1.5
84.84AUROC
51
ImageNet Robustness Generalization Suite Sketch A R V2
67.77Top-1 Acc (V2)
51
ImageNet-1k
88.5IN-1k Acc
51
TinyImageNet
84.1AUROC
51
ImageNet
72.57Accuracy
50
Tiny-ImageNet 64x64, C=200 (val)
38.2Top-1 Acc
50
ImageNet 256px 2012 (val)
1.12FID
50
ImageNet 256
25.3PSNR
50
ImageNet-1K 8-shot (test)
78.6Accuracy
50
ImageNet-1K (val)
84.3Top-1 Accuracy
50
ImageNet All classes 2012
80.2Top-5 Accuracy
50