2025
MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps
NAACL 2025long
**Multimodal Chain of Thought (MCoT)** is a popular prompting strategy for improving the performance of multimodal large language models (MLLMs) across a range of complex reasoning tasks. Despite its popularity, there is a notable absence of automated methods for evaluating the quality of reasoning…