GUI Element Detection

Description from the archive archive 2025-07-28.

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (5 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?
  12 Aug 2020 2 repositories listed
  We conduct the first large-scale empirical study of seven representative GUI element detection methods on over 50k GUI images to understand the capabilities, limitations and effective designs of these methods.
• AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning
  2 Jun 2025 1 repository listed
  The recent progress of large language model agents has opened new possibilities for automating tasks through graphical user interfaces (GUIs), especially in mobile environments where intelligent interaction can greatly…
• Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI
  9 May 2025 1 repository listed
  This research investigates how data collection and subsequent fine-tuning can lead to AI-driven progress within automotive UI understanding and interaction.
• GUI Element Detection Using SOTA YOLO Deep Learning Models
  7 Aug 2024 1 repository listed
  Detection of Graphical User Interface (GUI) elements is a crucial task for automatic code generation from images and sketches, GUI testing, and GUI search.