AI-generated image detection on OpenFake (test)

0.924AUC (Chroma)DTAD

Updated 1mo ago

Evaluation Results

Method
DTAD2026.03	0.924	0.228	0.386	0.485	0.934	0.772	0.909	0.942	0.948	0.9	0.7	0.396	0.868	0.918	0.852	0.932	0.845	0.79	0.928	0.315	0.872	0.908	0.707	0.623	0.684	0.764	0.758	0.871	0.956	0.895	0.8	0.908	0.754	0.853	0.779	—	—
Lightning2026.06	0.887	—	0.706	—	—	—	0.83	0.855	—	—	—	—	—	—	—	—	—	—	—	0.693	0.864	—	—	—	0.8	—	—	0.905	0.844	0.886	—	—	—	—	0.82	0.816	0.748
OURS2026.03	0.879	0.85	0.858	0.808	0.797	0.857	0.814	0.79	0.836	0.86	0.857	0.7	0.847	0.866	0.901	0.897	0.93	0.918	0.897	0.766	0.877	0.915	0.96	0.958	0.952	0.885	0.907	0.947	0.904	0.924	0.973	0.951	0.923	0.931	0.881	—	—
WAR PAD2026.03	0.728	0.42	0.525	0.567	0.627	0.381	0.608	0.627	0.724	0.66	0.543	0.298	0.75	0.69	0.713	0.685	0.517	0.572	0.744	0.504	0.723	0.687	0.668	0.764	0.792	0.745	0.723	0.842	0.733	0.838	0.689	0.683	0.803	0.802	0.658	—	—
Xception2026.06	0.638	—	0.565	—	—	—	0.529	0.563	—	—	—	—	—	—	—	—	—	—	—	0.536	0.599	—	—	—	0.561	—	—	0.59	0.634	0.514	—	—	—	—	0.57	0.535	0.573
RIGID2026.03	0.633	0.473	0.469	0.434	0.506	0.371	0.548	0.558	0.577	0.44	0.512	0.503	0.546	0.552	0.486	0.591	0.442	0.467	0.62	0.435	0.636	0.645	0.322	0.394	0.524	0.721	0.523	0.724	0.49	0.695	0.516	0.492	0.434	0.689	0.536	—	—
MINDER2026.03	0.633	0.471	0.468	0.434	0.505	0.371	0.547	0.557	0.575	0.438	0.51	0.501	0.544	0.554	0.484	0.589	0.44	0.465	0.623	0.433	0.635	0.644	0.319	0.391	0.537	0.72	0.521	0.728	0.488	0.694	0.515	0.492	0.433	0.688	0.536	—	—
GenD2026.06	0.599	—	0.665	—	—	—	0.472	0.475	—	—	—	—	—	—	—	—	—	—	—	0.532	0.629	—	—	—	0.799	—	—	0.835	0.592	0.711	—	—	—	—	0.618	0.567	0.543
UCF2026.06	0.596	—	0.418	—	—	—	0.58	0.609	—	—	—	—	—	—	—	—	—	—	—	0.454	0.475	—	—	—	0.421	—	—	0.498	0.595	0.523	—	—	—	—	0.514	0.474	0.523
F3Net2026.06	0.585	—	0.463	—	—	—	0.567	0.585	—	—	—	—	—	—	—	—	—	—	—	0.446	0.555	—	—	—	0.348	—	—	0.492	0.589	0.473	—	—	—	—	0.513	0.474	0.575
ProDet2026.06	0.585	—	0.462	—	—	—	0.584	0.609	—	—	—	—	—	—	—	—	—	—	—	0.54	0.66	—	—	—	0.542	—	—	0.534	0.538	0.566	—	—	—	—	0.564	0.521	0.625
ForAda2026.06	0.584	—	0.393	—	—	—	0.468	0.448	—	—	—	—	—	—	—	—	—	—	—	0.424	0.505	—	—	—	0.717	—	—	0.774	0.518	0.631	—	—	—	—	0.535	0.495	0.461
ZERO FAKE2026.03	0.571	0.684	0.56	0.605	0.502	0.543	0.719	0.694	0.633	0.55	0.675	0.694	0.438	0.541	0.485	0.391	0.49	0.501	0.683	0.447	0.627	0.645	0.504	0.73	0.297	0.468	0.708	0.522	0.471	0.681	0.673	0.633	0.431	0.781	0.58	—	—
CORE2026.06	0.55	—	0.455	—	—	—	0.615	0.621	—	—	—	—	—	—	—	—	—	—	—	0.405	0.578	—	—	—	0.312	—	—	0.45	0.523	0.514	—	—	—	—	0.506	0.527	0.517
Effort2026.06	0.534	—	0.431	—	—	—	0.468	0.44	—	—	—	—	—	—	—	—	—	—	—	0.518	0.587	—	—	—	0.718	—	—	0.739	0.521	0.635	—	—	—	—	0.557	0.51	0.58
MIBD2026.03	0.503	0.788	0.572	0.445	0.46	0.501	0.488	0.481	0.485	0.832	0.548	0.474	0.855	0.539	0.809	0.478	0.462	0.419	0.844	0.792	0.74	0.486	0.748	0.821	0.847	0.663	0.594	0.865	0.568	0.646	0.579	0.521	0.607	0.61	0.593	—	—
AERO BLADE2026.03	0.452	0.343	0.311	0.531	0.559	0.56	0.43	0.489	0.591	0.34	0.358	0.446	0.422	0.521	0.39	0.389	0.313	0.41	0.591	0.26	0.236	0.468	0.396	0.308	0.267	0.19	0.257	0.375	0.511	0.41	0.202	0.367	0.326	0.272	0.389	—	—
HFI2026.03	0.432	0.487	0.354	0.527	0.498	0.476	0.415	0.522	0.595	0.376	0.4	0.516	0.459	0.487	0.382	0.489	0.379	0.384	0.57	0.327	0.449	0.326	0.328	0.282	0.336	0.259	0.26	0.418	0.375	0.355	0.289	0.38	0.301	0.298	0.401	—	—