Browse State-of-the-Art › Eyeblink detection
Eyeblink detection
3 papers with code · 2 benchmarks · 2 datasets archive 2025-07-28
Localize eyeblinks in videos.
Description from the archive archive 2025-07-28.
Benchmarks archive 2025-07-28
2 leaderboard tables shown for this task, 2 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.
| Dataset | Best model (first row in archive order) | Paper | Code | Syntology | Compare |
|---|---|---|---|---|---|
| HUST-LEBW (2 rows) | Zeng et al. | Eyelid’s Intrinsic Motion-aware Feature Learning for Real-time... | code | — | Compare |
| MPEblink (1 row) | InstBlink | Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video | code | — | Compare |
Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.
Libraries
Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.
Datasets archive 2025-07-28
2 datasets whose archive record lists this task, ordered by the archive's paper count.
Subtasks archive 2025-07-28
No subtask under this task in the archive's task tree.
Most implemented papers archive 2025-07-28
3 shown of 3 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.
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14 Sep 2023 1 repository listedThis work introduces a new multispectral database and novel approaches for eyeblink detection in RGB and Near-Infrared (NIR) individual images.
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3 Aug 2023 1 repository listedThe experiments verify that, our proposition is significantly superior to the state-of-the-art ones, and with real-time running efficiency.
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28 Mar 2023 1 repository listedExperiments on MPEblink verify the essential challenges of real-time multi-person eyeblink detection in the wild for untrimmed video.
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