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ResearchOctober 21, 2026

MAMath-Bench: Process-Aware and Robust Evaluation of Multimodal Multi-Agent Mathematical Reasoning

arXiv:2610.26943v1 Announce Type: new Abstract: Mathematical reasoning is a fundamental capability for educational applications of Large Language Models (LLMs), where reliable problem solving requires not only correct answers but also coherent and verifiable reasoning processes.…

Xinping Wang, Jie Ma, Rui Xing, Wensong Guo, Xiayi Zhang, Jianhao Deng, Zihao Zhou, Boqian Yang, Feijuan He·arXiv — cs.AI
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  • 01.arXiv:2610.26943v1 Announce Type: new Abstract: Mathematical reasoning is a fundamental capability for educational applications of Large Language Models (LLMs), where reliable problem solving requires not only correct answers but also coherent and verifiable reasoning processes.…

This material is provided as an extended analytical summary.

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