Thinking Once Is Enough: Intermediate-Layer Evidence Routing for High-Resolution VQA

Zhongkuan Mao, Xianjie Liu, Tianyu Meng +9

High-resolution visual question answering (HR-VQA) is often treated as a problem of insufficient evidence acquisition, where failing multimodal large language models must inspect i…