Adversarial Robustness on CIFAR-10 (L-infinity, epsilon=8/255)
62.8Robust Acc (AA)Gowal et al. (2021)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Gowal et al. (2021)author_provided=true2021.02 | 62.8 | 62.79 | -0.01 | 818 | 226 | 3.62 | 761 | |
| Wu et al. (2020) RTSauthor_provided=true2021.02 | 60.04 | 60.01 | -0.03 | 706 | 255 | 2.77 | 690 | |
| Zhang et al. (2021)author_provided=true, epsilon=0.0312021.02 | 59.64 | 59.56 | -0.08 | 604 | 261 | 2.31 | 565 | |
| Carmon et al. (2019)author_provided=true2021.02 | 59.53 | 59.51 | -0.02 | 638 | 282 | 2.26 | 575 | |
| Sehwag et al. (2020)author_provided=true2021.02 | 57.14 | 57.16 | 0.02 | 671 | 429 | 1.56 | 691 |