AI-Generated Image Detection on AIGI-Now

0.998FLUX-dev Pixel ScoreSAFE

Evaluation Results

Method
SAFE2026.06	0.998	0.753	0.512	0.501	0.988	0.834	0.499	0.505	0.997	0.504	0.5	0.505	0.996	0.5	0.498	0.501	0.993	0.501	0.775
AIDE2026.02	0.991	0.59	0.504	0.569	0.979	0.806	0.601	0.538	0.747	0.518	0.639	0.514	0.982	0.554	0.514	0.541	0.989	0.518	0.672
AIDE2026.06	0.991	0.59	0.504	0.569	0.979	0.806	0.601	0.538	0.747	0.535	0.639	0.514	0.982	0.554	0.514	0.541	0.989	0.518	0.771
Deep-VRM2026.06	0.991	0.963	0.944	0.885	0.967	0.796	0.962	0.973	1	0.97	0.994	0.965	0.999	0.973	0.936	0.924	0.999	0.99	0.977
ClueAegis2026.05	0.9885	0.9975	0.987	0.9945	0.962	0.989	0.906	0.992	0.9875	0.995	0.9205	0.9915	0.9835	0.9915	0.979	0.9945	0.8395	0.924	0.9799
ClueAegis2026.05	0.9871	0.9945	0.9872	0.9945	0.9618	0.9965	0.8998	0.9921	0.9842	0.9921	0.9165	0.9921	0.9838	0.9916	0.9792	0.9945	0.9833	0.9965	0.9793
AIGI-Holmes2026.05	0.987	0.853	0.906	0.748	0.884	0.7415	0.99	0.8045	0.9965	0.796	0.996	0.85	0.975	0.872	0.8805	0.659	0.9655	0.9615	0.8814
AIGI-Holmes2026.05	0.9868	0.8261	0.8963	0.6662	0.8701	0.6582	0.9889	0.7609	0.9955	0.7502	0.9975	0.8224	0.9734	0.8521	0.8646	0.4955	0.9638	0.9001	0.8483
MetaCLIP2-Linear2026.02	0.979	0.941	0.963	0.896	0.799	0.811	0.976	0.892	0.943	0.888	0.965	0.825	0.97	0.902	0.942	0.85	0.965	0.819	0.907
PE-CLIP-Linear2026.02	0.977	0.959	0.918	0.762	0.83	0.774	0.873	0.943	0.863	0.924	0.915	0.921	0.939	0.916	0.865	0.748	0.971	0.936	0.891
Ivy-xDetector2026.05	0.9559	0.8951	0.9494	0.8817	0.9223	0.827	0.9379	0.8866	0.9562	0.8892	0.958	0.8919	0.9572	0.8903	0.9485	0.8809	0.9551	0.8892	0.9151
Ivy-xDetector2026.05	0.954	0.8835	0.948	0.8685	0.8545	0.813	0.9025	0.8745	0.9545	0.8775	0.9565	0.879	0.9555	0.878	0.925	0.868	0.953	0.875	0.9011
MetaCLIP-Linear2026.02	0.948	0.965	0.956	0.913	0.708	0.808	0.894	0.943	0.898	0.882	0.846	0.829	0.963	0.939	0.889	0.877	0.917	0.884	0.892
SigLIP2-Linear2026.02	0.947	0.882	0.883	0.697	0.776	0.678	0.888	0.885	0.936	0.79	0.831	0.845	0.941	0.867	0.85	0.688	0.895	0.882	0.843
DINOv3-Linear2026.02	0.944	0.962	0.846	0.811	0.73	0.756	0.813	0.948	0.898	0.96	0.824	0.94	0.884	0.913	0.727	0.784	0.898	0.922	0.864
NPR2026.02	0.944	0.5	0.508	0.5	0.785	0.502	0.502	0.502	0.966	0.5	0.497	0.501	0.957	0.5	0.548	0.5	0.93	0.5	0.619
Gram-Net2026.02	0.933	0.528	0.667	0.522	0.864	0.555	0.608	0.569	0.763	0.508	0.508	0.503	0.955	0.554	0.717	0.521	0.905	0.528	0.651
REVEAL2026.05	0.925	0.91	0.94	0.8465	0.8765	0.88	0.7995	0.7455	0.9235	0.874	0.9115	0.9	0.9365	0.888	0.6695	0.7565	0.8045	0.8335	0.8567
CNNSpot2026.02	0.919	0.5	0.55	0.5	0.843	0.502	0.535	0.5	0.99	0.501	0.523	0.5	0.973	0.501	0.603	0.504	0.985	0.499	0.635
DDA2026.02	0.916	0.512	0.594	0.499	0.827	0.529	0.766	0.55	0.923	0.654	0.87	0.654	0.961	0.646	0.833	0.505	0.816	0.562	0.695
OMAT2026.02	0.911	0.475	0.649	0.469	0.847	0.507	0.591	0.515	0.744	0.452	0.491	0.465	0.936	0.526	0.699	0.467	0.891	0.468	0.615
SAFE2026.02	0.903	0.49	0.532	0.492	0.831	0.494	0.521	0.486	0.977	0.488	0.509	0.486	0.96	0.487	0.59	0.491	0.961	0.484	0.621
UnivFD2026.05	0.898	0.9453	0.803	0.8953	0.5458	0.7235	0.5521	0.9207	0.9106	0.9679	0.6995	0.967	0.8978	0.9545	0.665	0.8372	0.886	0.9739	0.8357
NPR2026.06	0.893	0.5	0.523	0.5	0.792	0.499	0.427	0.5	0.912	0.501	0.419	0.499	0.883	0.499	0.521	0.5	0.844	0.499	0.69
AIDE2026.05	0.8886	0.6228	0.8752	0.3914	0.7571	0.376	0.6985	0.5861	0.8754	0.641	0.6971	0.5997	0.8834	0.7403	0.8251	0.4327	0.8976	0.846	0.7019
CO-SPY2026.06	0.885	0.749	0.891	0.74	0.651	0.66	0.773	0.727	0.789	0.631	0.83	0.762	0.883	0.788	0.779	0.656	0.741	0.583	0.802
AIDE2026.05	0.877	0.725	0.8685	0.619	0.762	0.615	0.7125	0.7055	0.8625	0.734	0.7115	0.713	0.871	0.793	0.816	0.6355	0.8895	0.8655	0.7653
FreqNet2026.02	0.875	0.468	0.697	0.443	0.769	0.479	0.492	0.501	0.923	0.51	0.459	0.53	0.922	0.543	0.824	0.511	0.907	0.487	0.622
DRCT2026.06	0.865	0.586	0.916	0.582	0.869	0.555	0.83	0.582	0.75	0.57	0.893	0.577	0.669	0.568	0.784	0.571	0.689	0.577	0.807
UnivFD2026.05	0.852	0.8975	0.777	0.854	0.6205	0.731	0.619	0.8755	0.8625	0.9185	0.7025	0.9175	0.8505	0.906	0.681	0.8075	0.8395	0.924	0.8131
Veritas2026.05	0.847	0.8135	0.6805	0.754	0.692	0.7385	0.6075	0.774	0.6915	0.807	0.681	0.814	0.847	0.828	0.6025	0.738	0.8165	0.832	0.7536
Veritas2026.05	0.8413	0.8316	0.6063	0.7621	0.6073	0.7477	0.4749	0.7936	0.6338	0.8252	0.6095	0.8329	0.8439	0.8463	0.4596	0.7471	0.809	0.8531	0.7292
SigLIP-Linear2026.02	0.838	0.898	0.84	0.891	0.7	0.811	0.836	0.911	0.827	0.897	0.827	0.89	0.863	0.937	0.848	0.863	0.796	0.867	0.852
DDA2026.05	0.8207	0.8874	0.8221	0.4933	0.7724	0.4613	0.6571	0.8432	0.8197	0.8427	0.6284	0.7766	0.8213	0.8581	0.7987	0.4996	0.8295	0.8919	0.7513
CNNSpot2026.05	0.8103	0.6649	0.8248	0.3077	0.6521	0.2627	0.6904	0.4372	0.7968	0.3617	0.7344	0.3533	0.7976	0.6199	0.7721	0.2679	0.8059	0.5872	0.5971
Effort-AIGI2026.02	0.789	0.679	0.796	0.669	0.728	0.61	0.688	0.69	0.753	0.58	0.522	0.555	0.782	0.677	0.772	0.687	0.796	0.657	0.69
AlignedForensics2026.06	0.786	0.502	0.595	0.501	0.65	0.5	0.655	0.499	0.508	0.508	0.821	0.5	0.696	0.502	0.567	0.503	0.88	0.503	0.684
DDA2026.05	0.783	0.897	0.7845	0.659	0.739	0.645	0.631	0.862	0.78	0.8615	0.6085	0.8145	0.7835	0.873	0.7595	0.6585	0.7945	0.9005	0.7686
FreqNet2026.05	0.7739	0.126	0.7675	0.1032	0.6196	0.1605	0.4835	0.0728	0.7956	0.2367	0.5873	0.1483	0.7871	0.1847	0.7336	0.1511	0.8043	0.0584	0.4219
CNNSpot2026.05	0.769	0.7485	0.783	0.5905	0.627	0.5735	0.648	0.6395	0.749	0.61	0.6875	0.6065	0.75	0.7235	0.724	0.5765	0.7645	0.7075	0.6821
BFree2026.06	0.748	0.545	0.595	0.515	0.771	0.534	0.718	0.545	0.592	0.567	0.756	0.545	0.861	0.607	0.562	0.499	0.696	0.528	0.7
FreqNet2026.05	0.728	0.5215	0.725	0.5135	0.6015	0.5345	0.4905	0.503	0.748	0.555	0.563	0.5235	0.7385	0.5365	0.6855	0.5225	0.762	0.5005	0.5974
NPR2026.05	0.6883	0.4244	0.6937	0.3705	0.6671	0.3609	0.633	0.4392	0.6859	0.4588	0.6583	0.3748	0.6859	0.6536	0.6825	0.3799	0.6904	0.5159	0.5591
UnivFD2026.06	0.636	0.499	0.51	0.522	0.575	0.559	0.519	0.52	0.538	0.533	0.507	0.523	0.514	0.539	0.505	0.521	0.51	0.514	0.52
LaDeDa2026.02	0.586	0.498	0.497	0.497	0.56	0.502	0.496	0.495	0.745	0.499	0.495	0.497	0.661	0.501	0.509	0.502	0.766	0.505	0.546
NPR2026.05	0.5485	0.4805	0.5585	0.4615	0.528	0.4475	0.4845	0.4815	0.542	0.494	0.511	0.4395	0.542	0.63	0.5375	0.445	0.552	0.5515	0.5131
UnivFD2026.02	0.542	0.579	0.514	0.538	0.492	0.545	0.516	0.544	0.529	0.532	0.475	0.504	0.631	0.539	0.501	0.539	0.501	0.516	0.531
C2P-CLIP2026.06	0.526	0.5	0.501	0.5	0.607	0.5	0.52	0.5	0.498	0.5	0.498	0.5	0.507	0.499	0.503	0.5	0.5	0.5	0.517
FatFormer2026.06	0.524	0.5	0.495	0.5	0.636	0.499	0.484	0.5	0.499	0.498	0.484	0.499	0.548	0.5	0.491	0.5	0.534	0.499	0.521