Reliable evaluation of vision-language models requires calibrated confidence, particularly under realistic clinical conditions

Reliable evaluation of vision-language models (VLMs) and medical vision-language models (Medical-VLMs) requires calibrated confidence, particularly under realistic clinical conditions

http://arxiv.org/abs/2608.27004v1