metadata
configs:
- config_name: ar
data_files:
- split: top
path: ar/top.parquet
- split: high
path: ar/high.parquet
- split: medium
path: ar/medium.parquet
- split: low
path: ar/low.parquet
- config_name: bn
data_files:
- split: top
path: bn/top.parquet
- split: high
path: bn/high.parquet
- split: medium
path: bn/medium.parquet
- split: low
path: bn/low.parquet
- config_name: de
data_files:
- split: top
path: de/top.parquet
- split: high
path: de/high.parquet
- split: medium
path: de/medium.parquet
- split: low
path: de/low.parquet
- config_name: en
data_files:
- split: top
path: en/top.parquet
- split: high
path: en/high.parquet
- split: medium
path: en/medium.parquet
- split: low
path: en/low.parquet
- config_name: es
data_files:
- split: top
path: es/top.parquet
- split: high
path: es/high.parquet
- split: medium
path: es/medium.parquet
- split: low
path: es/low.parquet
- config_name: fr
data_files:
- split: top
path: fr/top.parquet
- split: high
path: fr/high.parquet
- split: medium
path: fr/medium.parquet
- split: low
path: fr/low.parquet
- config_name: id
data_files:
- split: top
path: id/top.parquet
- split: high
path: id/high.parquet
- split: medium
path: id/medium.parquet
- split: low
path: id/low.parquet
- config_name: it
data_files:
- split: top
path: it/top.parquet
- split: high
path: it/high.parquet
- split: medium
path: it/medium.parquet
- split: low
path: it/low.parquet
- config_name: ja
data_files:
- split: top
path: ja/top.parquet
- split: high
path: ja/high.parquet
- split: medium
path: ja/medium.parquet
- split: low
path: ja/low.parquet
- config_name: ko
data_files:
- split: top
path: ko/top.parquet
- split: high
path: ko/high.parquet
- split: medium
path: ko/medium.parquet
- split: low
path: ko/low.parquet
- config_name: ms
data_files:
- split: top
path: ms/top.parquet
- split: high
path: ms/high.parquet
- split: medium
path: ms/medium.parquet
- split: low
path: ms/low.parquet
- config_name: pt
data_files:
- split: top
path: pt/top.parquet
- split: high
path: pt/high.parquet
- split: medium
path: pt/medium.parquet
- split: low
path: pt/low.parquet
- config_name: ru
data_files:
- split: top
path: ru/top.parquet
- split: high
path: ru/high.parquet
- split: medium
path: ru/medium.parquet
- split: low
path: ru/low.parquet
- config_name: sw
data_files:
- split: top
path: sw/top.parquet
- split: high
path: sw/high.parquet
- split: medium
path: sw/medium.parquet
- split: low
path: sw/low.parquet
- config_name: te
data_files:
- split: top
path: te/top.parquet
- split: high
path: te/high.parquet
- split: medium
path: te/medium.parquet
- split: low
path: te/low.parquet
- config_name: th
data_files:
- split: top
path: th/top.parquet
- split: high
path: th/high.parquet
- split: medium
path: th/medium.parquet
- split: low
path: th/low.parquet
- config_name: vi
data_files:
- split: top
path: vi/top.parquet
- split: high
path: vi/high.parquet
- split: medium
path: vi/medium.parquet
- split: low
path: vi/low.parquet
- config_name: zh
data_files:
- split: top
path: zh/top.parquet
- split: high
path: zh/high.parquet
- split: medium
path: zh/medium.parquet
- split: low
path: zh/low.parquet
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
PolyMath is a multilingual mathematical reasoning benchmark covering 18 languages and 4 easy-to-hard difficulty levels. Our benchmark ensures difficulty comprehensiveness, language diversity, and high-quality translation, making it a highly discriminative multilingual mathematical benchmark in the era of reasoning LLMs.
- 📈 Broad Difficulty Range: PolyMath defines and partitions mathematical difficulty across four levels using two core dimensions: Thought Depth and Knowledge Breadth, ranging from K-12 to Olympiad and advanced frontier mathematics, with 125 problems per language at each level.
- 🌍 Language Diversity: Each problem in PolyMath is available in 18 parallel language versions, encompassing over 75% of the world’s native speakers and major language families, ensuring diversity across both high-resource and low-resource languages.
- 🧑🏫 High-Quality Annotation: Each problem translation is calibrated by language experts, avoiding direct use of LLM-generated outputs and ensuring precise term and logical clarity.
📊 Main Results
📄 Citation
If you use PolyMath in your research, please cite us:
@misc{polymath2025,
title = {PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts},
author = {xxx},
year = {2025},
eprint = {2504.12345},
archivePrefix = {arXiv},
primaryClass = {cs.CL}
}