Image Classification on CIFAR100 (Adversarial Robustness Analysis)
72.02AccuracyWRN50
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| WRN50Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 72.02 | 58.88 | 82.88 | 88.24 | 82.58 | 4.56 | 4.94 | 1 | |
| VGG16Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 71.02 | 52.13 | 75.86 | 83.48 | 75.44 | 0.98 | 0.81 | 0 | |
| ResNet50Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 70.57 | 58.93 | 80.73 | 86.78 | 80.31 | 3.47 | 3.69 | 1 | |
| ResNet18Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 63.38 | 58.65 | 86.51 | 91.48 | 86.17 | 2.45 | 3.02 | 2 |