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Sponsored by
Agentkit
neulab / UIX-Qwen2
Model's Last Updated: November 22 2024
Introduction of UIX-Qwen2
Model Details of UIX-Qwen2
Model for the paper: Harnessing Webpage Uis For Text Rich Visual Understanding
🌐 Homepage | 🐍 GitHub | 📖 arXiv
Introduction
We introduce MultiUI , a dataset containing 7.3 million samples from 1 million websites, covering diverse multi- modal tasks and UI layouts. Models trained on MultiUI not only excel in web UI tasks—achieving up to a 48% improvement on VisualWebBench and a 19.1% boost in action accuracy on a web agent dataset Mind2Web—but also generalize surprisingly well to non-web UI tasks and even to non-UI domains, such as document understanding, OCR, and chart interpretation.
Model Performance
Contact
- Junpeng Liu: [email protected]
- Xiang Yue: [email protected]
Citation
If you find this work helpful, please cite out paper:
@misc{liu2024harnessingwebpageuistextrich,
title={Harnessing Webpage UIs for Text-Rich Visual Understanding},
author={Junpeng Liu and Tianyue Ou and Yifan Song and Yuxiao Qu and Wai Lam and Chenyan Xiong and Wenhu Chen and Graham Neubig and Xiang Yue},
year={2024},
eprint={2410.13824},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2410.13824},
}
Runs of neulab UIX-Qwen2 on huggingface.co
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More Information About UIX-Qwen2 huggingface.co Model
Url of UIX-Qwen2
UIX-Qwen2 huggingface.co Url
Provider of UIX-Qwen2 huggingface.co
Other API from neulab
Updated:June 12 2025
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