Charts Are Beyond Pixels: Probing for Layer-Wise Chart Understanding and Editing

Xiaochuan Zhong, Yifan Hou, Chenxi Pang +1

Charts are structured visual compositions whose elements have distinct functional roles, semantic correspondences, and visibility relations. This structural view motivates evaluati…