PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
Yiming Wang, Pei Zhang, Jialong Tang, Haoran Wei, Baosong Yang, Rui Wang,
Chenshu Sun, Feitong Sun, Jiran Zhang, Junxuan Wu, Qiqian Cang, Yichang Zhang,
Fei Huang, Junyang Lin, Fei Huang, Jingren Zhou
Annual Conference on Neural Information Processing Systems (NeurIPS), 2025
Paper
Code
Dataset
BibTeX
@inproceedings{wang2025polymath,
title = {PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts},
author = {Yiming Wang and Pei Zhang and Jialong Tang and Haoran Wei and Baosong Yang and Rui Wang and Chenshu Sun and Feitong Sun and Jiran Zhang and Junxuan Wu and Qiqian Cang and Yichang Zhang and Fei Huang and Junyang Lin and Fei Huang and Jingren Zhou},
booktitle = {Advances in Neural Information Processing Systems},
year = {2025}
}
- Introduces PolyMath, a multilingual mathematical reasoning benchmark spanning 18 languages and four difficulty levels for evaluating reasoning models across languages and complexities.
- Incorporated into the official benchmark of the Qwen3 family.