What are vision language models considering when attempting to answer a question from a chart image? I am pleased to announce that our recent work exploring this topic has been accepted to #IEEE #VIS. Check out the pre-print below and see you in Vienna: arxiv.org/abs/2504.05445
arxiv.org
Probing the Visualization Literacy of Vision Language Models: the Good, the Bad, and the Ugly
Vision Language Models (VLMs) demonstrate promising chart comprehension capabilities. Yet, prior explorations of their visualization literacy have been limited to assessing their response correctness ...