AI RESEARCH
Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection
arXiv CS.CV
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ArXi:2605.24906v2 Announce Type: replace Detecting AI-generated images (AIGI) remains challenging because detectors often fail to generalize to unseen generators. Although existing methods are trained on large datasets, their performance still degrades when generation settings change, indicating that data scale alone is insufficient and that limited coverage of generative variations during