Adversarial Robustness Evaluation on Tiny-ImageNet
47.95Clean Avg AccRSLAD
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RSLADBackbone=PreActResNet-182023.12 | 47.95 | 15.6 | 0.194 | 26.82 | 4.6 | 0.314 | 24.68 | 4.1 | 0.334 | 20.58 | 1.5 | 0.385 | 18.78 | 0.9 | 0.425 | |
| ABSLDBackbone=PreActResNet-182023.12 | 47.7 | 17.9 | 0.171 | 25.93 | 5.8 | 0.291 | 23.41 | 4.6 | 0.313 | 19.62 | 3.4 | 0.353 | 17.7 | 2.3 | 0.386 | |
| CFABackbone=PreActResNet-182023.12 | 46.75 | 17.5 | 0.189 | 23.19 | 3 | 0.357 | 20.73 | 2.3 | 0.385 | 16.83 | 1.2 | 0.448 | 15.99 | 0.9 | 0.468 |