Adaptive Look, Flexible Thought: Learning How and How Long to Think in Multimodal Reasoning.

arXiv:2610.15810v1 Announce Type: cross Abstract: The introduction of long chain-of-thought (CoT) reasoning and external tools has substantially improved the performance of multimodal large language models (MLLMs) on general and reasoning tasks. However, exist