AIGI Detection on GenImage v1.4 (test) benchmark leaderboard · SOTA2 Research

AIGI Detection on GenImage v1.4 (test)

0.88ADM ScoreDDA

Evaluation Results

Method	Links
DDA2026.02		0.88	0.741	0.96	0.719	0.862	0.986	0.985	0.986	0.89
SigLIP2-Linear2026.02		0.87	0.924	0.879	0.954	0.951	0.995	0.995	0.994	0.945
DINOv3-Linear2026.02		0.849	0.991	0.934	0.992	0.963	0.998	0.996	0.994	0.964
OMAT2026.02		0.837	0.973	0.903	0.954	0.974	0.974	0.973	0.975	0.946
SigLIP-Linear2026.02		0.74	0.658	0.812	0.857	0.916	0.955	0.954	0.918	0.851
PE-CLIP-Linear2026.02		0.712	0.963	0.901	0.959	0.972	0.999	0.999	0.999	0.938
Effort2026.02		0.704	0.749	0.756	0.824	0.807	0.874	0.873	0.867	0.807
MetaCLIP2-Linear2026.02		0.69	0.816	0.959	0.819	0.887	0.993	0.991	0.98	0.892
DINOv2-Linear2026.02		0.651	0.889	0.811	0.757	0.852	0.967	0.961	0.929	0.852
NPR2026.02		0.619	0.849	0.85	0.567	0.844	0.996	0.994	0.984	0.838
FreqNet2026.02		0.608	0.939	0.849	0.626	0.858	0.95	0.949	0.937	0.84
AIDE2026.02		0.602	0.648	0.813	0.694	0.514	0.959	0.957	0.954	0.768
SAFE2026.02		0.6	0.88	0.829	0.708	0.836	0.964	0.967	0.903	0.836
Gram-Net2026.02		0.576	0.591	0.665	0.528	0.747	0.989	0.988	0.96	0.756
UnivFD2026.02		0.571	0.839	0.795	0.644	0.842	0.959	0.958	0.926	0.817
MetaCLIP-Linear2026.02		0.549	0.524	0.839	0.653	0.653	0.984	0.981	0.942	0.766
LaDeDa2026.02		0.512	0.583	0.595	0.513	0.585	0.876	0.871	0.82	0.67
CNNSpot2026.02		0.507	0.53	0.61	0.501	0.522	0.998	0.996	0.985	0.706