most citedFirst Multi-Dimensional Evaluation of Flowchart Comprehension for Multimodal Large Language Models

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cs.AI2026

MMKG-RDS: Reasoning Data Synthesis via Deep Mining of Multimodal Knowledge Graphs

Lun Zhan, Feng Xiong, Huanyong Liu +2

Synthesizing high-quality training data is crucial for enhancing domain models' reasoning abilities. Existing methods face limitations in long-tail knowledge coverage, effectivenes…