A systematic evaluation of vision-language models for observational astronomical reasoning tasks.

arXiv:2604.24589v2 Announce Type: replace Abstract: Vision-language models (VLMs) are increasingly proposed as general-purpose tools for scientific data interpretation, yet their reliability on real astronomical observations across diverse modalities remains u