Frontier vision-language models have overtaken young adults at detecting AI-generated portraits -- but not their calibration

Sunwhi Kim, Sunyul Kim, Meounggun Jo +1

AI image generators now create face portraits that are hard to tell from real photographs. Vision-language models (VLMs) are increasingly proposed to flag such images. We benchmark…