Adversarial Robustness on CIFAR-10
Metric: Robust Accuracy (higher is better)
Metric: Robust Accuracy (higher is better)
| # | Model↕ | Robust Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Stochastic-LWTA/PGD/WideResNet-34-10 | 84.3 | No | Stochastic Local Winner-Takes-All Networks Enabl... | 2021-12-05 | Code |
| 2 | Stochastic-LWTA/PGD/WideResNet-34-5 | 83.4 | No | Stochastic Local Winner-Takes-All Networks Enabl... | 2021-12-05 | Code |
| 3 | Mixed classifier | 68.06 | Yes | Improving the Accuracy-Robustness Trade-Off of C... | 2023-01-29 | Code |