Metric: Attack: AutoAttack (higher is better)
| # | Model↕ | Attack: AutoAttack▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Stochastic-LWTA/PGD/WideResNet-34-10 | 82.6 | No | Stochastic Local Winner-Takes-All Networks Enabl... | 2021-12-05 | Code |
| 2 | Stochastic-LWTA/PGD/WideResNet-34-5 | 81.22 | No | Stochastic Local Winner-Takes-All Networks Enabl... | 2021-12-05 | Code |
| 3 | Ours (Stochastic-LWTA/PGD/WideResNet-34-1) | 74.71 | No | Stochastic Local Winner-Takes-All Networks Enabl... | 2021-12-05 | Code |
| 4 | ResNet18 (TRADES-ANCRA/PGD-40) | 59.7 | No | Enhancing Robust Representation in Adversarial T... | 2023-10-05 | Code |