MSQA — Coming Soon 🚧

MSQA (Multilingual and Multicultural SimpleQA) is a benchmark of 1,064 natively sourced questions spanning 11 language groups and 5 cultural dimensions.

The dataset is not yet publicly available — it will be released here soon.

• 📄 Paper: https://arxiv.org/abs/2607.00724
• 💻 Code: https://github.com/huayuankou333/MSQA

Citation

@misc{chen2026msqanativelysourcedmultilingual,
      title={MSQA: A Natively Sourced Multilingual and Multicultural SimpleQA Benchmark}, 
      author={Xianru Chen and Yukai Huang and Mingxiang Chen and Xinping Lei and Fangbing Deng and Jin Chen and Ge Zhang and Wenhao Huang and Jiaheng Liu},
      year={2026},
      eprint={2607.00724},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2607.00724}, 
}