VIG: Visual Information Gain as a Reward Signal for Multimodal Chain-of-Thought Compression

Wen Luo, Xiaohan Yi, Xiaotao Huang +1

Multimodal large reasoning models often rely on long Chain-of-Thought (CoT) traces in which a substantial fraction of tokens, such as repeated visual descriptions, self-reflection,…