ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ImageNet Target: VGG19 5000 images (val)
93.99Attack Success Rate
15
ImageNet Target: VGG16 5000 images (val)
95.93Attack Success Rate
15
S-ImageNet-1K T=100 15
14.22Last Accuracy (AT)
15
ImageNet
100ASR
15
ImageNet-1K (val)
86.1kNN Accuracy
15
ImageNet 1K (val)
20.97Top-1 Error
15
ImageNet-1K
0.2Runtime (h)
15
ImageNet 1K (val)
85.2Top-1 Accuracy
15
ImageNet-200
68.9Top-1 Acc
15
ImageNet (test)
70Accuracy (%)
15
ImageNet 512x512
0.2rFID
15
TinyImageNet (inference)
53.73Accuracy
15
TinyImageNet (train)
0.003Dec.-based MSE
15
ImageNet
45.58FR (AlexNet)
15
ImageNet (val)
46.01FR (AlexNet)
15
ImageNet (test)
70.03Accuracy (1-shot)
15
ImageNet (val)
1.9FID
15
ImageNet
96AUC
15
ImageNet-1K 1.0 (val)
82.5Top-1 Accuracy
15
ImageNet 256 x 256 (val)
0.138LPIPS
15
ImageNet-100 (10T)
67.83A_T
15
ImageNet 1k (val)
84.41Top-1 Accuracy
15
ImageNet (test)
82.8Top-1 Acc
15
ImageNet-LT (test)
75.5Acc (Many)
15
ImageNet clean
53Success Rate
15