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