Certified Robustness on ImageNet
71.6Certified Accuracy (L1 R=0.5)
Uniform, LBS
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2026.04 | 71.6 | 66.3 | 61.4 | 54.6 | 52.5 | 49.9 | |
2026.04 | 70.5 | 63.1 | 57 | 52.8 | 50.7 | 48.1 | |
| 53.6 | 48.2 | 42.5 | 37.7 | 35.1 | 30.8 | ||
| 47.1 | 39.7 | 31.6 | 26.5 | 23 | 18.2 | ||
| 42.8 | 39.5 | 34.2 | 22.8 | 18.9 | 10.4 | ||
| 5.8 | 4.2 | 2.9 | 2.1 | 1.4 | 0.7 | ||
| 5.7 | 2.7 | 2 | 1.6 | 1.1 | 0.7 | ||
| 5.4 | 3.9 | 3 | 2.2 | 1.8 | 1 |