metadata
license: odc-by
Model 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.
Model Performance
Contact
- Junpeng Liu: jpliu@link.cuhk.edu.hk
- Xiang Yue: xyue2@andrew.cmu.edu
Citation
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