{"url":"/dataset/mpeblink","name":"MPEblink","full_name":null,"description_markdown":"The pioneering eyeblink detection dataset is characterized by three key features: \r\n(1) Sample with multi-human instances.\r\n(2) Unconstrained in-the-wild scenarios.\r\n(3) Untrimmed videos. \r\nThese attributes make the dataset more challenging and better aligned with real-world scenarios.","description_withheld":null,"homepage":"https://wenzhengzeng.github.io/mpeblink/","introduced_date":"2023-03-28","introduced_date_note":null,"introduced_by":{"paper":"/paper/real-time-multi-person-eyeblink-detection-in","title":"Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video","first_author":"Wenzheng Zeng","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"task","url":null,"datasets_with_task":"/datasets/task/task"},{"name":"Eyeblink detection","url":"/task/eyeblink-detection","datasets_with_task":"/datasets/task/eyeblink-detection"}],"languages":[],"variants":["MPEblink"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/on-mpeblink","task":"","dataset_variant":"MPEblink","rows":2,"metrics":["Blink-AP50","Inst-AP"],"first_row_in_archive_order":{"model":"InstBlink","paper":"/paper/real-time-multi-person-eyeblink-detection-in","metrics":{"Blink-AP50":"27.19","Inst-AP":"67.89"},"code_links":[{"title":"wenzhengzeng/mpeblink","url":"https://github.com/wenzhengzeng/mpeblink"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/eyeblink-detection-on-mpeblink","task":"Eyeblink detection","dataset_variant":"MPEblink","rows":1,"metrics":["Blink-AP50"],"first_row_in_archive_order":{"model":"InstBlink","paper":"/paper/real-time-multi-person-eyeblink-detection-in","metrics":{"Blink-AP50":"27.19"},"code_links":[{"title":"wenzhengzeng/mpeblink","url":"https://github.com/wenzhengzeng/mpeblink"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/real-time-multi-person-eyeblink-detection-in","title":"Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video","date":"2023-03-28","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/towards-real-time-eyeblink-detection-in-the","title":"Towards Real-time Eyeblink Detection in The Wild:Dataset,Theory and Practices","date":"2019-02-21","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}