What MLLMs Learn about When they Learn about Multimodal Reasoning

Jiwan Chung, Neel Joshi, Pratyusha Sharma +2

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…