ResearchBenchmarksForgery Detection on SD-XL Diffusion-basedFollow97.8Balanced AccuracyDDA57.55268.00178.4588.899May 14, 2026Evaluation ResultsMethodMethodLinksBalanced AccuracyDDA2026.0597.8SEF2026.0594.1SAFE2026.0593.3AIDE2026.0593.3DDABackbone/Implementatio...Backbone/Implementation=DINO-v3-L2026.0591.5Aligned2026.0586.6NPR2026.0578.3FatFormer2026.0575C2P-CLIP2026.0574.1DRCT2026.0562UnivFD2026.0559.1