ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet OOD A/R/S variants (test)
59.29Accuracy (ImageNet-A)
5
ImageNet-9
-2.35IN-9 Gap
5
ImageNet-Resize (test)
7.2FPR95
5
ImageNet-ReaL-H v1 (test)
0.93NLL
5
ImageNet-16-120 NASBench-201 (test)
0.61Kendall's Tau
5
ImageNet-C Average of 15 corruptions (test)
44.8Top-1 Acc
5
ImageNet Robustness Variants (IN-A, IN-R, IN-Sketch, IN-C) (test)
43.8IN-A Top-1 Acc
5
ImageNet
76.71Top-1 Acc
5
ImageNet 50K 256x256 (val)
24.61PSNR
5
ImageNet 1K 256x256 (test)
26.95PSNR
5
ImageNet 1K 256x256 (test)
25.53PSNR
5
ImageNet 1K 256 x 256 Noiseless
36.02PSNR
5
ImageNet 1K Noiseless (256 x 256)
27.09PSNR
5
ImageNet-30 vs Pets (test)
94.9ROC AUC
5
ImageNet-30 vs Dogs (test)
97.1ROCAUC
5
ImageNet-1000 10 steps 100 classes per step (test)
89.27Average Session Accuracy
5
Stylized ImageNet-100
0.341Accuracy
5
ImageNet-100-C Alternative Corruptions
65.9Average Accuracy
5
ImageNet Multilabel
98.46Accuracy
5
ImageNet-100 small-scale (test)
88Top-1 Acc
5
ImageNet k=1000
74.3NMI
5
ImageNet finest sub-category level (full)
79.14Top-1 Acc
5
ImageNet-100 (train)
0.13Storage Usage (GB)
5
ImageNet-100
0.13Storage Usage (GB)
5
ImageNet (val)
89.3AUROC
5