AI-generated image detection on GenImage 58 (test) benchmark leaderboard · SOTA2 Research

AI-generated image detection on GenImage 58 (test)

0.9985BigGAN AUROCSearch-based intermediate representation detector

Evaluation Results

Method
Search-based intermediate representation detector2026.05	0.9985	0.9973	0.9257	0.8883	0.9609	0.9278	0.9933	0.9849	0.999	0.9975	0.8303	0.8083	0.9294	0.892	0.7997	0.7659	0.9296	0.9078
RIGID2026.05	0.9882	0.986	0.6508	0.623	0.939	0.9424	0.9146	0.9162	0.9779	0.9774	0.7422	0.7244	0.6502	0.6295	0.6391	0.6154	0.8128	0.8018
AIDE2026.05	0.9811	0.9836	0.8292	0.8308	0.9721	0.9797	0.9639	0.9697	0.9826	0.9887	0.8373	0.8684	0.8329	0.8382	0.7949	0.7966	0.8992	0.907
UniDetector2026.05	0.97	0.9613	0.7346	0.7007	0.9412	0.9423	0.8707	0.8631	0.787	0.7756	0.5147	0.5164	0.7285	0.6905	0.8103	0.7942	0.7946	0.7805
NPR2026.05	0.9642	0.9585	0.8944	0.8947	0.8691	0.8508	0.843	0.8499	0.9388	0.9488	0.8069	0.8146	0.8996	0.9005	0.7901	0.7965	0.8758	0.8768
AeroBlade2026.05	0.9352	0.9013	0.6287	0.6034	0.8965	0.906	0.8371	0.8227	0.8207	0.8211	0.7128	0.6974	0.5342	0.5137	0.6134	0.6078	0.7473	0.7342
MINDER2026.05	0.927	0.9156	0.6579	0.636	0.9377	0.9412	0.8919	0.8885	0.8372	0.8372	0.7386	0.7149	0.6568	0.6423	0.6482	0.6347	0.7869	0.7763
SPAI2026.05	0.871	0.8735	0.6467	0.6005	0.6823	0.6858	0.7005	0.6891	0.8858	0.8873	0.5424	0.5269	0.6379	0.5959	0.7074	0.6533	0.7093	0.689