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README.md
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---
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license: odc-by
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---
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#### Mind2Web evaluation set for the paper: [Harnessing Webpage Uis For Text Rich Visual Understanding]()
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🌐 [Homepage](https://neulab.github.io/MultiUI/) | 🐍 [GitHub](https://github.com/neulab/multiui) | 📖 [arXiv]()
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## Introduction
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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.
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<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/65403d8781a8731a1c09a584/vk7yT4Y7ydBOHM6BojmlI.mp4"></video>
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## Contact
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* Junpeng Liu: jpliu@link.cuhk.edu.hk
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* Xiang Yue: xyue2@andrew.cmu.edu
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## Citation
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If you find this work helpful, please cite out paper:
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