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ResearchFormerly WizWand

Face Manipulation Localization on CelebA ID dataset (test)

0.855F1 (Regeneration)RecoverMark

Evaluation results

Method	Links
RecoverMark2026.02		0.855	0.993	0.564	0.974	0.876	0.992	0.867	0.993	0.83	0.989	0.842	0.991
RecoverMark2026.02		0.721	0.992	0.569	0.977	0.759	0.994	0.771	0.994	0.699	0.989	0.756	0.993
MVSS-Net2026.02		0.257	0.81	0.245	0.786	0.139	0.75	0.213	0.776	0.28	0.726	0.05	0.7
Imuge+2026.02		0.195	0.782	0.442	0.915	0.012	0.655	0.083	0.862	0.186	0.628	0.034	0.546
EditGuard2026.02		0.176	0.58	0.434	0.97	0.792	0.99	0.835	0.995	0.176	0.58	0.704	0.989
OmniGuard2026.02		0.105	0.655	0.535	0.96	0.127	0.659	0.315	0.89	0.146	0.743	0.113	0.689
Imuge+2026.02		0.091	0.587	0.217	0.835	0.016	0.639	0.419	0.956	0.087	0.53	0.01	0.585
EditGuard2026.02		0.09	0.61	0.243	0.888	0.528	0.932	0.552	0.954	0.09	0.658	0.438	0.93
OmniGuard2026.02		0.064	0.536	0.911	0.999	0.231	0.693	0.547	0.92	0.273	0.753	0.275	0.757
HiFiNet2026.02		0.058	0.635	0.041	0.621	0.002	0.544	0.05	0.607	0.091	0.695	0.031	0.625
HiFiNet2026.02		0.048	0.522	0.02	0.531	0.022	0.553	0.08	0.608	0.067	0.552	0.051	0.556
MVSS-Net2026.02		0.041	0.723	0.025	0.685	0.062	0.711	0.157	0.776	0.184	0.755	0.034	0.719