From Perception to Reasoning: Deep Thinking Empowers Multimodal Large Language Models

Wenxin Zhu, Andong Chen, Yuchen Song +4

With the remarkable success of Multimodal Large Language Models (MLLMs) in perception tasks, enhancing their complex reasoning capabilities has emerged as a critical research focus…