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I. Belyaeva

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Multimodal Graph-of-Thoughts: Hypothesis-Verification Graphs for Multimodal Reasoning in Vision-Language Models

Multimodal Graph-of-Thoughts (MM-GoT) is introduced, a training-free, verification-constrained inference framework that integrates cross-modal grounding directly into hypothesis graph search and consistently outperforms chain-of-thought reasoning baselines under matched inference budgets.

I. Belyaeva · 0 citations