ImageNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ImageNet (10% labels)
84.3Top-1 Acc
98
ImageNet LT
82.9Overall Accuracy
98
ImageNet
6.337Average L2 Norm
96
ImageNet
1.711Average L2 Norm
96
ImageNet
100ASR
96
ImageNet
100ASR
96
ImageNet 1k
96.24Top-1 Accuracy
96
ImageNet
36.99PSNR
96
ImageNet
83.17Base Score
96
ImageNet (test)
78.87VGG16 Accuracy
93
ImageNet
97.98Transfer Success Rate (Target: VGG16)
93
ImageNet 1k (val)
86.93ASR (VGG16)
93
Stylized-ImageNet
56.2Top-1 Accuracy
93
ImageNet mini
97.13Accuracy
92
ImageNet 512x512 (val)
1.52gFID
92
ImageNet-1K 1.0 (val)
86.4Top-1 Accuracy
92
ImageNet-1k ID Average OOD
0.98AUROC
92
ImageNet-S
65.41Top-1 Acc
92
ImageNet 1k (10% labels)
84.9Top-1 Acc
92
Tiny ImageNet
0.82Expected Calibration Error
92
ImageNet 64x64 (test)
1.01FID
91
ImageNet-1K (val)
87.8Top-1 Accuracy
91
miniImageNet standard (test)
71.55Accuracy
91
Imagenet dog-15
90.4NMI
90
ImageNet-Sketch
68.6Accuracy
89