Certified Robustness on CIFAR-10 (L1 Certified Accuracy Profile)
86.1Certified Accuracy (L1, R=0.5)
Uniform, LBS
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2026.04 | 86.1 | 85 | 83.8 | 82.7 | 81.9 | 81 | |
2026.04 | 84.3 | 82 | 80.2 | 78.4 | 77 | 76.1 | |
| 69.8 | 59.4 | 50.3 | 43.7 | 31.9 | 29.2 | ||
| 60.4 | 38.8 | 24.1 | 16.3 | 10.7 | 7.1 | ||
| 55.7 | 33.2 | 21.6 | 17 | 10.5 | 6.4 | ||
| 12.8 | 12.3 | 12.2 | 11.2 | 10.4 | 10.2 | ||
| 10.6 | 10 | 9.4 | 8.3 | 7.8 | 7.1 | ||
| 10.2 | 10.4 | 9.2 | 10.6 | 10.1 | 9.1 |