Adversarial Defense on CIFAR-10
Metric: Robust Accuracy (higher is better)
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Results
Submit a result| # | Model↕ | Robust Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ResNet18 (TRADES-ANCRA/PGD-40) | 82.96 | No | Enhancing Robust Representation in Adversarial T... | 2023-10-05 | Code |
| 2 | Diffusion Classifier | 75.67 | No | Robust Classification via a Single Diffusion Model | 2023-05-24 | Code |
| 3 | WRN-28-10 | 71.68 | Yes | Language Guided Adversarial Purification | 2023-09-19 | Code |