Identity Protection on VGG Face (test)
0.624FDRAnti-DB
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Anti-DBTarget Model=PhotoMaker2024.12 | 0.624 | 0.238 | 0.599 | |
| PhotoGuardTarget Model=PhotoMaker2024.12 | 0.624 | 0.229 | 0.612 | |
| SimACTarget Model=PhotoMaker2024.12 | 0.624 | 0.228 | 0.644 | |
| IDProtectorTarget Model=PhotoMaker, Optimization=PGD2024.12 | 0.624 | 0.228 | 0.63 | |
| No ProtectTarget Model=PhotoMaker2024.12 | 0.632 | 0.254 | 0.6 | |
| IDProtectorTarget Model=PhotoMaker, Optimization=Feed-forward2024.12 | 0.632 | 0.126 | 0.614 | |
| IDProtectorTarget Model=IP-Adapter, Optimization=PGD2024.12 | 0.968 | 0.043 | 0.609 | |
| ACETarget Model=IP-Adapter2024.12 | 0.988 | 0.154 | 0.617 | |
| No ProtectTarget Model=InstantID2024.12 | 0.996 | 0.764 | 0.828 | |
| PhotoGuardTarget Model=InstantID2024.12 | 0.996 | 0.691 | 0.799 | |
| No ProtectTarget Model=IP-Adapter2024.12 | 1 | 0.201 | 0.672 | |
| AdvDMTarget Model=IP-Adapter2024.12 | 1 | 0.147 | 0.597 | |
| Anti-DBTarget Model=IP-Adapter2024.12 | 1 | 0.138 | 0.597 | |
| PhotoGuardTarget Model=IP-Adapter2024.12 | 1 | 0.159 | 0.643 | |
| SimACTarget Model=IP-Adapter2024.12 | 1 | 0.15 | 0.605 | |
| IDProtectorTarget Model=IP-Adapter, Optimization=Feed-forward2024.12 | 1 | 0.105 | 0.737 | |
| No ProtectTarget Model=IP-Adapter-Plus2024.12 | 1 | 0.236 | 0.698 | |
| ACETarget Model=IP-Adapter-Plus2024.12 | 1 | 0.209 | 0.683 | |
| AdvDMTarget Model=IP-Adapter-Plus2024.12 | 1 | 0.215 | 0.693 | |
| Anti-DBTarget Model=IP-Adapter-Plus2024.12 | 1 | 0.21 | 0.678 | |
| PhotoGuardTarget Model=IP-Adapter-Plus2024.12 | 1 | 0.217 | 0.686 | |
| SimACTarget Model=IP-Adapter-Plus2024.12 | 1 | 0.202 | 0.677 | |
| IDProtectorTarget Model=IP-Adapter-Plus, Optimization=PGD2024.12 | 1 | 0.202 | 0.74 | |
| IDProtectorTarget Model=IP-Adapter-Plus, Optimization=Feed-forward2024.12 | 1 | 0.138 | 0.687 | |
| ACETarget Model=PhotoMaker2024.12 | 1 | 0.209 | 0.683 | |
| AdvDMTarget Model=PhotoMaker2024.12 | 1 | 0.215 | 0.693 | |
| ACETarget Model=InstantID2024.12 | 1 | 0.703 | 0.829 | |
| AdvDMTarget Model=InstantID2024.12 | 1 | 0.706 | 0.82 | |
| Anti-DBTarget Model=InstantID2024.12 | 1 | 0.707 | 0.811 | |
| SimACTarget Model=InstantID2024.12 | 1 | 0.707 | 0.826 | |
| IDProtectorTarget Model=InstantID, Optimization=PGD2024.12 | 1 | 0.707 | 0.769 | |
| IDProtectorTarget Model=InstantID, Optimization=Feed-forward2024.12 | 1 | 0.232 | 0.713 |