Face Manipulation Adversarial Attack on LFW
54.559PSNRAF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AFTarget Model=StarGAN2026.04 | 54.559 | 99.9 | 0 | 100 | |
| AFTarget Model=SimSwap2026.04 | 39.215 | 98 | 0.016 | 87.5 | |
| SATarget Model=StarGAN2026.04 | 38.139 | 97.7 | 0.014 | 100 | |
| SATarget Model=AttGAN2026.04 | 37.52 | 97.8 | 0.048 | 85.5 | |
| AFTarget Model=AttGAN2026.04 | 36.826 | 96.7 | 0.043 | 55.6 | |
| SATarget Model=SimSwap2026.04 | 36.071 | 96.1 | 0.059 | 95.5 | |
| UATarget Model=HiSD2026.04 | 35.75 | 95.3 | 0.097 | 53.5 | |
| UATarget Model=SimSwap2026.04 | 35.747 | 95.5 | 0.07 | 69.5 | |
| DRTarget Model=SimSwap2026.04 | 35.711 | 95.3 | 0.105 | 96.5 | |
| SATarget Model=HiSD2026.04 | 35.515 | 97.1 | 0.063 | 85 | |
| AEGISTarget Model=HiSD2026.04 | 35.5 | 97.2 | 0.127 | 98 | |
| WBTarget Model=SimSwap2026.04 | 35.417 | 95.2 | 0.064 | 98 | |
| DRTarget Model=StarGAN2026.04 | 35.406 | 94.8 | 0.112 | 99.2 | |
| SSTarget Model=SimSwap2026.04 | 35.349 | 95.2 | 0.063 | 93.5 | |
| DRTarget Model=AttGAN2026.04 | 35.096 | 94.5 | 0.176 | 94.9 | |
| AEGISTarget Model=SimSwap2026.04 | 34.574 | 98.8 | 0.066 | 100 | |
| SSTarget Model=StarGAN2026.04 | 34.483 | 95.6 | 0.063 | 100 | |
| UATarget Model=StarGAN2026.04 | 34.422 | 94.6 | 0.049 | 100 | |
| WBTarget Model=StarGAN2026.04 | 34.376 | 93.8 | 0.036 | 100 | |
| SSTarget Model=AttGAN2026.04 | 34.09 | 94.5 | 0.114 | 84.1 | |
| WBTarget Model=AttGAN2026.04 | 34.053 | 93.6 | 0.148 | 99.8 | |
| DRTarget Model=HiSD2026.04 | 33.278 | 93.2 | 0.174 | 87 | |
| AEGISTarget Model=StarGAN2026.04 | 33.072 | 92.8 | 0.077 | 100 | |
| SSTarget Model=HiSD2026.04 | 32.986 | 94.7 | 0.103 | 77 | |
| WBTarget Model=HiSD2026.04 | 32.828 | 93.2 | 0.143 | 93 | |
| AFTarget Model=HiSD2026.04 | 31.065 | 91.9 | 0.121 | 84 | |
| AEGISTarget Model=AttGAN2026.04 | 31.041 | 92.4 | 0.2 | 90.9 | |
| UATarget Model=AttGAN2026.04 | 30.053 | 85.9 | 0.249 | 64.5 |