ResearchBenchmarksGenerative Image Detection on ForenSynths (test) (Robustness Evaluation)Follow97.22Accuracy (Clean)Effort74.017680.041386.06592.0887Apr 14, 2026Evaluation ResultsMethodMethodLinksAccuracy (Clean)Accuracy (JPEG Q=50)Accuracy (Noise k=7 σ=2)Accuracy (Blur v=25)Average AccuracyEffort2026.0497.2260.3268.5690.8879.24LPT (Ours)Foundation Model=EVA-CLIPFoundation Model=EVA-CLIP2026.0496.0190.3893.6795.2393.82RINE2026.0495.481.584.691.788.3NPR2026.0491.850.25065.764.42MLEP2026.0489.8548.949.974.965.88DDA2026.0484.1678.0279.6583.481.3CNN2026.0474.9157.5770.4874.869.44