README.md

metadata

license: odc-by

Mind2Web evaluation set for the paper: Harnessing Webpage Uis For Text Rich Visual Understanding

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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.

Contact

• Junpeng Liu: [email protected]
• Xiang Yue: [email protected]

Citation

If you find this work helpful, please cite out paper: