Beyond Seeing: Evaluating Multimodal LLMs on Tool-Enabled Image Perception, Transformation, and Reasoning. - Xingang Guo; Utkarsh Tyagi; Advait Gosai; Paula Vergara; Jayeon Park; Ernesto Gabriel Hernández Montoya; Chen Bo Calvin Zhang; Bin Hu; Yunzhong He; Bing Liu; Rakshith Sharma Srinivasa (CoRR, 2025)