📃 Paper | 😈 MoGUI Data | 🛡️ MoCon Data
简体中文 | English
- [Cooming Soon] We will release the complete technical report soon.
- [2024.3.1] We have released MoCon🛡️ data.
- [2024.2.29] We have released MoGUI😈 data and pre-release paper.
MoGUI😈, pronounced as "Monster" in mandarin, is a Mobile GUI dataset. It contains over 2.6 million GUI data from over 250,000 applications, each GUI data includes a screenshot and .xml metadata, and each application also includes a navigation graph, aiming to explicitly crawl the jump relationship between different GUIs during the crawling process. We also provide metadata of these applications in the Google Play.
MoCon🛡️, pronounced as "Magic Resistance" in mandarin, is a dataset for annotating Mobile GUI Contents. We extracted over 10,000 mobile GUIs from the Rico dataset and annotated all elements in the GUI, dividing text into 7 categories according to font and icons into 154 categories according to shape and intent.
If you find our work useful, please cite us!
@misc{zhu2024mogui,
title={Technical Report of MoGUI and MoCon},
author={Zichen Zhu and Liangtai Sun and Danyang Zhang and Ziyuan Li and Guangpeng Li and Lu Chen and Kai Yu},
year={2024},
howpublished={\url{https://huggingface.co/datasets/OpenDFM/MoGUI}}
}
@inproceedings{sun2022meta,
title={META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI},
author={Sun, Liangtai and Chen, Xingyu and Chen, Lu and Dai, Tianle and Zhu, Zichen and Yu, Kai},
booktitle={Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing},
pages={6699--6712},
year={2022}
}
@inproceedings{zhu2023cam,
title={CAM-GUI: A Conversational Assistant on Mobile GUI},
author={Zhu, Zichen and Sun, Liangtai and Yang, Jingkai and Peng, Yifan and Zou, Weilin and Li, Ziyuan and Li, Wutao and Chen, Lu and Ma, Yingzi and Zhang, Danyang and others},
booktitle={National Conference on Man-Machine Speech Communication},
pages={302--315},
year={2023},
organization={Springer}
}
If you have any questions, please feel free to contact us via email [email protected], [email protected], and [email protected]