README.md

metadata

license: llama2

UGround

UGround is a storng GUI visual grounding model trained with a simple recipe. Check our homepage and paper for more details.

• Homepage: https://osu-nlp-group.github.io/UGround/

• Repository: https://github.com/OSU-NLP-Group/UGround

• Paper: https://arxiv.org/abs/2410.05243

• Demo: https://huggingface.co/spaces/orby-osu/UGround

• Point of Contact: Boyu Gou

• Model Weights

• Code

  • Inference Code of UGround
  • Offline Experiments
    • Screenspot (along with referring expressions generated by GPT-4/4o)
    • Multimodal-Mind2Web
    • OmniAct
  • Online Experiments
    • Mind2Web-Live
    • AndroidWorld

• Data

  • Data Examples
  • Data Construction Scripts
  • Guidance of Open-source Data
  • Full Data

• Online Demo (HF Spaces)

Citation Information

If you find this work useful, please consider citing our papers:

@article{gou2024uground,
        title={Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents},
        author={Boyu Gou and Ruohan Wang and Boyuan Zheng and Yanan Xie and Cheng Chang and Yiheng Shu and Huan Sun and Yu Su},
        journal={arXiv preprint arXiv:2410.05243},
        year={2024},
        url={https://arxiv.org/abs/2410.05243},
      }

@article{zheng2023seeact,
        title={GPT-4V(ision) is a Generalist Web Agent, if Grounded},
        author={Boyuan Zheng and Boyu Gou and Jihyung Kil and Huan Sun and Yu Su},
        journal={arXiv preprint arXiv:2401.01614},
        year={2024},
      }