Image Classification on CIFAR10 (Accuracy and Robustness Suite)
92.28AccuracyVGG16
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VGG16Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 92.28 | 74.53 | 89.08 | 93.36 | 88.76 | 0.49 | 0.31 | 0 | |
| WRN50Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 91.13 | 81.32 | 94.2 | 96.25 | 94.02 | 6.94 | 7.24 | 0.01 | |
| ResNet50Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 90.75 | 86.84 | 92.42 | 94.94 | 92.23 | 5.8 | 6.05 | 0 | |
| ResNet18Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 87.72 | 76.29 | 95.28 | 97.21 | 95.13 | 3.1 | 3.3 | 0 |