Image Classification on TinyImageNet (NPPR/AR Robustness)
73.74AccuracyWRN50
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| WRN50Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 73.74 | 59.88 | 93.6 | 96.19 | 93.43 | 4.79 | 3.18 | 0 | |
| ResNet50Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 70.39 | 64.46 | 92.09 | 95.19 | 91.9 | 3.9 | 2.12 | 0 | |
| VGG16Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 66.95 | 59.01 | 93.07 | 95.7 | 92.87 | 4.12 | 0.21 | 0 | |
| ResNet18Joint dependency modes=7, L_inf perturbation radius=16/2552025.11 | 56.99 | 53.2 | 92.26 | 95.17 | 92.07 | 0.45 | 0.52 | 0 |