Images as Tables: In-Context Learning with TabPFN for Low-Data Detection of AI-Generated Images

Jan Philip Walter, Shashank Agnihotri, Margret Keuper

AI-generated image detection is a moving-target problem: detectors trained on one generator often fail when a new generator appears, and only a few labeled examples are available.…