MMathCoT-1M

This repository contains the data presented in URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics.

Code: https://github.com/URSA-MATH/URSA-MATH

Image data can be downloaded from the following address:

• MAVIS: https://github.com/ZrrSkywalker/MAVIS, https://drive.google.com/drive/folders/1LGd2JCVHi1Y6IQ7l-5erZ4QRGC4L7Nol.
• Multimath: https://huggingface.co/datasets/pengshuai-rin/multimath-300k.
• Geo170k: https://huggingface.co/datasets/Luckyjhg/Geo170K.
• VarsityTutors: https://huggingface.co/datasets/Math-PUMA/Math-PUMA_Data_Stage2. The original source contains data from various sources, and this folder provides image files specifically from Varsity Tutors.
• MathV360K: https://huggingface.co/datasets/Zhiqiang007/MathV360K.

BibTeX:

@article{luo2025ursa,
  title={URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics},
  author={Luo, Ruilin and Zheng, Zhuofan and Wang, Yifan and Yu, Yiyao and Ni, Xinzhe and Lin, Zicheng and Zeng, Jin and Yang, Yujiu},
  journal={arXiv preprint arXiv:2501.04686},
  year={2025}
}