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ResearchFormerly WizWand

Identity Protection on VGG Face (test)

0.624FDRAnti-DB
0.608960.710480.8120.91352Dec 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Anti-DBTarget Model=PhotoMaker2024.120.6240.2380.599
PhotoGuardTarget Model=PhotoMaker2024.120.6240.2290.612
SimACTarget Model=PhotoMaker2024.120.6240.2280.644
IDProtectorTarget Model=PhotoMaker, Optimization=PGD2024.120.6240.2280.63
No ProtectTarget Model=PhotoMaker2024.120.6320.2540.6
IDProtectorTarget Model=PhotoMaker, Optimization=Feed-forward2024.120.6320.1260.614
IDProtectorTarget Model=IP-Adapter, Optimization=PGD2024.120.9680.0430.609
ACETarget Model=IP-Adapter2024.120.9880.1540.617
No ProtectTarget Model=InstantID2024.120.9960.7640.828
PhotoGuardTarget Model=InstantID2024.120.9960.6910.799
No ProtectTarget Model=IP-Adapter2024.1210.2010.672
AdvDMTarget Model=IP-Adapter2024.1210.1470.597
Anti-DBTarget Model=IP-Adapter2024.1210.1380.597
PhotoGuardTarget Model=IP-Adapter2024.1210.1590.643
SimACTarget Model=IP-Adapter2024.1210.150.605
IDProtectorTarget Model=IP-Adapter, Optimization=Feed-forward2024.1210.1050.737
No ProtectTarget Model=IP-Adapter-Plus2024.1210.2360.698
ACETarget Model=IP-Adapter-Plus2024.1210.2090.683
AdvDMTarget Model=IP-Adapter-Plus2024.1210.2150.693
Anti-DBTarget Model=IP-Adapter-Plus2024.1210.210.678
PhotoGuardTarget Model=IP-Adapter-Plus2024.1210.2170.686
SimACTarget Model=IP-Adapter-Plus2024.1210.2020.677
IDProtectorTarget Model=IP-Adapter-Plus, Optimization=PGD2024.1210.2020.74
IDProtectorTarget Model=IP-Adapter-Plus, Optimization=Feed-forward2024.1210.1380.687
ACETarget Model=PhotoMaker2024.1210.2090.683
AdvDMTarget Model=PhotoMaker2024.1210.2150.693
ACETarget Model=InstantID2024.1210.7030.829
AdvDMTarget Model=InstantID2024.1210.7060.82
Anti-DBTarget Model=InstantID2024.1210.7070.811
SimACTarget Model=InstantID2024.1210.7070.826
IDProtectorTarget Model=InstantID, Optimization=PGD2024.1210.7070.769
IDProtectorTarget Model=InstantID, Optimization=Feed-forward2024.1210.2320.713