MCPO: Modality-Contrastive Preference Optimization for Multimodal Chain-of-Thought Compression

Guangheng Yang, Zhenliang Ni, Zhenkai Wu +4

Recently, multimodal large-scale reasoning models have demonstrated remarkable capabilities in solving complex tasks through long Chains-of-Thought (M-CoT). However, excessively lo…