MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval

By: Shaden Alshammari, Kevin Wen, Abrar Zainal, Mark Hamilton, Navid Safaei, Sultan Albarakati, William T. Freeman, Antonio Torralba

Published: 2026-04-21

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Abstract

MathNet is presented as a global multimodal benchmark for evaluating mathematical reasoning and retrieval capabilities of AI systems. This benchmark is crucial for driving advancements in AI that can robustly understand and solve complex mathematical problems, with broad implications for scientific discovery, engineering, and education.

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MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval | ArXiv Intelligence