Certified Robust Image Classification on CIFAR-10 (test)
66Certified Acc (r=0.0)SRS-MDEQ-3A
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SRS-MDEQ-3ACertification Method=Randomized Smoothing2024.11 | 66 | 62 | 56 | 52 | 25 | |
| SLLCertification Method=Lipschitz Bound2024.11 | 65 | 56 | 46 | 36 | 11 | |
| SRS-MDEQ-1ACertification Method=Randomized Smoothing2024.11 | 63 | 59 | 53 | 48 | 22 | |
| LBENCertification Method=Lipschitz Bound2024.11 | 45 | 36 | 28 | 21 | 4 |