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CoMCTS: Enhancing Multimodal Models with Step-by-Step Reasoning

8). Empowering MLLM with o1-like Reasoning and Reflection – proposes a new learning-to-reason method called CoMCTS that enables multimodal language models to develop step-by-step reasoning capabilities by leveraging collective knowledge from multiple models.

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