Certified Accuracy on ImageNet (val)
80.4Certified Accuracy (Radius 0.0)Carlini at al.
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Carlini at al.sigma=0.252025.12 | 80.4 | 70.6 | 0 | 0 | 0 | |
| Carlini at al.sigma=0.52025.12 | 74.4 | 64.4 | 52.4 | 34.8 | 0 | |
| Dual RSsigma={0.5, 1.0}, finetuning=true2025.12 | 74 | 60.6 | 48 | 33.6 | 17 | |
| Multiscalesigma={0.25, 0.5, 1.0}, finetuning=true2025.12 | 72.5 | 44 | 27.5 | 19.9 | 14.1 | |
| Multiscalesigma={0.25, 0.5, 1.0}, finetuning=false2025.12 | 69 | 42.4 | 26.6 | 19 | 14.6 | |
| Dual RSsigma={0.5, 1.0}, finetuning=false2025.12 | 67.8 | 54.6 | 40.4 | 28 | 15.6 | |
| Carlini at al.sigma=1.02025.12 | 56 | 47.8 | 37.4 | 29.4 | 24 |