ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet
97.8AUROC
113
ImageNet 100
0.38Spearman Correlation
111
ImageNet-A
75.1Average Accuracy
110
ImageNet (test)
0.186LPIPS
110
ImageNet 1K Challenge (novel classes)
79.48Top-5 Acc
110
ImageNet-100
93.9Last Acc
108
ImageNet (test)
99.7Success Rate
107
ImageNet 1K (val)
1.34FID
106
ImageNet
1.52FID
106
ImageNet-32 down-sampled (test)
0.434Top-1 Accuracy
105
ImageNet Dogs
8,060NMI
105
ImageNet Domain Generalization (Source: ImageNet, Targets: ImageNetV2, ImageNet-Sketch, ImageNet-A, ImageNet-R) (test)
69.77Accuracy (ImageNetV2)
105
ImageNet-C (val)
33.8mCE
105
ImageNet16-120 NAS-Bench-201 (val)
46.77Accuracy
104
ImageNet (val)
72.67Insertion
104
Imagenet-256 latent space
4.06FID
102
ImageNet 512x512 (val)
1.25FID (Val)
102
ImageNet-10 (test)
0.996NMI
101
ImageNet-1K 1.0 (test val)
35.59FID
100
ImageNet 512x512
334.7IS
99
ImageNet-A
76.84Accuracy
98
ImageNet
99Bit Accuracy (Overall)
98
TinyImageNet
54.8Top-1 Acc (Inc)
98
miniImageNet
98.45-way 5-shot Accuracy
98
ImageNet Matched Frequency V2
80.8Top-1 Acc
98