Image Classification on CIFAR10 (Adversarial Robustness PGD-10)
91.95Clean AccuracyTWINS-AT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TWINS-ATwarmup=true2023.03 | 91.95 | 52.46 | 49.02 | |
| TWINS-ATwarmup=false2023.03 | 91.24 | 52.73 | 49.81 | |
| AT2023.03 | 89.77 | 52.24 | 48.46 | |
| TRADES2023.03 | 87.06 | 54.04 | 50.31 | |
| TWINS-TRADESwarmup=false2023.03 | 86.61 | 56.23 | 51.71 | |
| TWINS-TRADESwarmup=true2023.03 | 86.6 | 55.81 | 51.1 |