Certified Robustness on ImageNet-64
69Certified Acc (eps=0.0)Consistency Purification + Consistency Fine-tuning
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Consistency Purification + Consistency Fine-tuningPurification Steps=One Step2024.06 | 69 | 57 | 35 | 21 | 16 | |
| Consistency PurificationPurification Steps=One Step2024.06 | 61 | 52 | 34 | 19 | 13 | |
| onestep-DDPMPurification Steps=One Step2024.06 | 53 | 44 | 32 | 15 | 7 |