Face Manipulation Adversarial Attack on CelebA
53.935PSNRAF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AFTarget Model=StarGAN2026.04 | 53.935 | 99.9 | 0 | 100 | |
| AFTarget Model=AttGAN2026.04 | 43.842 | 99.2 | 0.9 | 17.2 | |
| AFTarget Model=SimSwap2026.04 | 39.379 | 98.1 | 1.82 | 24.5 | |
| UATarget Model=HiSD2026.04 | 35.803 | 96.2 | 9 | 24 | |
| SATarget Model=SimSwap2026.04 | 35.783 | 96.1 | 5.9 | 88 | |
| SATarget Model=HiSD2026.04 | 35.775 | 97.1 | 6.2 | 53 | |
| DRTarget Model=SimSwap2026.04 | 35.529 | 95.4 | 10.7 | 83.5 | |
| UATarget Model=SimSwap2026.04 | 35.496 | 95.8 | 7.3 | 54 | |
| DRTarget Model=StarGAN2026.04 | 35.173 | 95 | 9.7 | 100 | |
| WBTarget Model=SimSwap2026.04 | 35.04 | 95.5 | 7.2 | 91.5 | |
| SSTarget Model=SimSwap2026.04 | 34.981 | 95.8 | 6.2 | 82.5 | |
| SATarget Model=AttGAN2026.04 | 34.702 | 95.7 | 9.9 | 66.4 | |
| SATarget Model=StarGAN2026.04 | 34.694 | 95.5 | 2.6 | 100 | |
| DRTarget Model=AttGAN2026.04 | 34.654 | 94.5 | 17.3 | 71 | |
| UATarget Model=StarGAN2026.04 | 34.612 | 95.1 | 2.8 | 99.6 | |
| AEGISTarget Model=HiSD2026.04 | 34.417 | 97.1 | 9.5 | 94.5 | |
| SSTarget Model=StarGAN2026.04 | 34.298 | 95.6 | 5.8 | 100 | |
| WBTarget Model=StarGAN2026.04 | 34.163 | 93.8 | 3.1 | 100 | |
| AEGISTarget Model=SimSwap2026.04 | 34.087 | 98.6 | 7 | 100 | |
| WBTarget Model=AttGAN2026.04 | 33.979 | 93.9 | 15 | 89.2 | |
| WBTarget Model=HiSD2026.04 | 33.741 | 93.7 | 15 | 70 | |
| DRTarget Model=HiSD2026.04 | 33.316 | 94 | 17.5 | 50 | |
| SSTarget Model=AttGAN2026.04 | 32.988 | 93.9 | 13.7 | 56.1 | |
| SSTarget Model=HiSD2026.04 | 32.916 | 95.2 | 10.9 | 38 | |
| AEGISTarget Model=StarGAN2026.04 | 32.025 | 92.8 | 10 | 100 | |
| AEGISTarget Model=AttGAN2026.04 | 31.142 | 93.2 | 15.8 | 77.4 | |
| AFTarget Model=HiSD2026.04 | 31.054 | 91.6 | 13.2 | 71 | |
| UATarget Model=AttGAN2026.04 | 30.279 | 86.6 | 22.1 | 20.8 |