What MLLMs Learn about When they Learn about Multimodal Reasoning
arXiv:2510.01719v4 Announce Type: replace
Abstract: Evaluation of multimodal reasoning models is typically reduced to a single accuracy score, implicitly treating reasoning as a unitary capability. We introduce MathLens, a benchmark of textbook-style …