Android Screen Hierarchical Layout dataset

Android Screen Hierarchical Layout dataset (ASHL) is used to train a detection model for the Hierarchical Layout Tree. There are around 52k bounding boxes from 2,180 screenshots, together with bounding boxes labeled as either global or local regions, spanning all 18 different Android applications. The dataset collection process is fully automated based on the MagicWand simulator, where we first sample screenshots along with their corresponding source codes based on pre-recorded actions of humans navigating different Android applications. Then, we extract GUI regions $R_i$ from the source codes with predefined coordinates to become nodes and leaves in a tree structure.

Citation

If you find it useful for your research and applications, please cite using this BibTeX:

@misc{fan2024readpointedlayoutawaregui,
      title={Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding}, 
      author={Yue Fan and Lei Ding and Ching-Chen Kuo and Shan Jiang and Yang Zhao and Xinze Guan and Jie Yang and Yi Zhang and Xin Eric Wang},
      year={2024},
      eprint={2406.19263},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2406.19263}, 
}

@inproceedings{dingenhancing,
  title={Enhancing Mobile" How-to" Queries with Automated Search Results Verification and Reranking},
  author={Ding, Lei and Zhang, Yi and Bheemanpally, Jeshwanth},
  booktitle={The Second Workshop on Generative Information Retrieval}
}