Adversarial Robustness on CIFAR-100 (val)
0.7708Top-1 Error RateR-Mix
Evaluation results
| Method | Links | |
|---|---|---|
| R-MixBackbone=PARN-18, Adversarial Attack Method=FGSM2022.12 | 0.7708 | |
| Co-MixupBackbone=PARN-18, Adversarial Attack Method=FGSM2022.12 | 0.7761 | |
| PuzzleMixBackbone=PARN-18, Adversarial Attack Method=FGSM2022.12 | 0.787 | |
| ManifoldBackbone=PARN-18, Adversarial Attack Method=FGSM2022.12 | 0.8029 | |
| InputBackbone=PARN-18, Adversarial Attack Method=FGSM2022.12 | 0.813 | |
| CutMixBackbone=PARN-18, Adversarial Attack Method=FGSM2022.12 | 0.8696 | |
| VanillaBackbone=PARN-18, Adversarial Attack Method=FGSM2022.12 | 0.8712 |