AI RESEARCH

Disentangling Visual and Factual Correctness in LVLMs' Visualization Literacy

arXiv CS.CV

ArXi:2606.03142v1 Announce Type: new Large Vision-Language Models (LVLMs) show strong visualization interpretation, yet it is unclear whether their responses reflect genuine reasoning over visual evidence or factual priors learned during