📊 Showing 5 results | 📏 Metric: Accuracy
| Rank | Model | Paper | Accuracy | Date | Code |
|---|---|---|---|---|---|
| 1 | Mixed classifier 📚 | Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing | 95.23 | 2023-01-29 | 📦 codelion/adaptive-classifier 📦 bai-yt/adaptivesmoothing |
| 2 | Stochastic-LWTA/PGD/WideResNet-34-10 | Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness | 92.26 | 2021-12-05 | 📦 konpanousis/adversarial-lwta-autoattack |
| 3 | Stochastic-LWTA/PGD/WideResNet-34-5 | Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness | 91.88 | 2021-12-05 | 📦 konpanousis/adversarial-lwta-autoattack |
| 4 | GLOT-DR | Global-Local Regularization Via Distributional Robustness | 84.13 | 2022-03-01 | 📦 viethoang1512/glot |
| 5 | TRADES-ANCRA/ResNet18 | Enhancing Robust Representation in Adversarial Training: Alignment and Exclusion Criteria | 81.70 | 2023-10-05 | 📦 changzhang777/ancra |