Certified Image Classification on ImageNet (Epsilon 1.0, 2.0)
67Certified Accuracy (Epsilon 1.0)DensePure
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DensePure2026.05 | 67 | 42.2 | |
| Denoising with Pre-trained Diffusion Models2026.05 | 54.3 | 29.5 | |
| GENELLIPS2026.05 | 45.7 | 31.1 | |
| Randomized Smoothing and Adversarial Training2026.05 | 45 | 28 | |
| Ensemble Models and Variance Reduction2026.05 | 44.6 | 28.6 | |
| Ensemble Models2026.05 | 44.4 | 30.4 |