{"url":"/task/gui-element-detection","name":"GUI Element Detection","slug":"gui-element-detection","description_markdown":"Refers to finding Graphical User Interface (GUI) elements from design images and classifying their type (e.g. Text Box).","categories":[{"name":"Computer Vision","url":"/area/computer-vision"},{"name":"Methodology","url":"/area/methodology"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":5,"papers_with_code":4,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":1},"benchmarks":[],"datasets":[{"url":"/dataset/cagui","name":"CAGUI","full_name":"Chinese Android GUI Benchmark","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[{"url":"/task/2d-object-detection","name":"2D Object Detection"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":4,"of":4,"tagged_in_all":5,"items":[{"url":"/paper/object-detection-for-graphical-user-interface","title":"Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?","date":"2020-08-12","arxiv_id":"2008.05132","repositories_listed":2,"syntology":null},{"url":"/paper/agentcpm-gui-building-mobile-use-agents-with","title":"AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning","date":"2025-06-02","arxiv_id":"2506.01391","repositories_listed":1,"syntology":null},{"url":"/paper/leveraging-vision-language-models-for-visual","title":"Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI","date":"2025-05-09","arxiv_id":"2505.05895","repositories_listed":1,"syntology":null},{"url":"/paper/gui-element-detection-using-sota-yolo-deep","title":"GUI Element Detection Using SOTA YOLO Deep Learning Models","date":"2024-08-07","arxiv_id":"2408.03507","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}