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MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning

arXiv cs.AI · 2026-06-17 Cached

This paper introduces MathVis-Fine, a framework for fine-grained visual dependency modeling in multimodal mathematical reasoning, along with a new dataset and a two-stage progressive training paradigm that balances answer correctness and visual grounding rewards based on each sample's intrinsic visual dependency level.

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