Adversarial Poisoning Protection on CelebA-HQ (test)
0.967SDSPhotoGuard
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PhotoGuardTraining Setting=Standard2023.11 | 0.967 | 0.805 | 0.471 | 0.424 | 0.992 | |
| GlazeTraining Setting=Standard2023.11 | 0.864 | 0.784 | 0.23 | 0.486 | 0.992 | |
| AdvDMTraining Setting=Standard2023.11 | 0.849 | 0.76 | 0.331 | 0.323 | 1 | |
| CleanTraining Setting=Standard2023.11 | 0.81 | 0.763 | 0.181 | 0.47 | 0.984 | |
| ASPLTraining Setting=Standard2023.11 | 0.809 | 0.669 | -0.238 | -0.195 | 0.883 | |
| EASPLTraining Setting=Standard2023.11 | 0.761 | 0.656 | -0.346 | -0.226 | 0.867 | |
| FSMGTraining Setting=Standard2023.11 | 0.684 | 0.654 | -0.445 | -0.169 | 0.773 | |
| MetaCloakTraining Setting=Standard2023.11 | 0.407 | 0.666 | -0.654 | -0.354 | 0.406 |