Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection 事件

Where Detectors Fail: Probing Generative Space for Generalizable AI-Generated Image Detection arXiv:2605.24906v1 Announce Type: new Abstract: 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 train