Pupil Detection

Benchmarks archive 2025-07-28

1 leaderboard table shown for this task, 1 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.

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

1 dataset 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.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

5 shown of 5 papers with code (15 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.

• Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
  1 Dec 2023 1 repository listed
  This paper introduces a neuromorphic methodology for eye tracking, harnessing pure event data captured by a Dynamic Vision Sensor (DVS) camera.
• An Embedded and Real-Time Pupil Detection Pipeline
  27 Feb 2023 1 repository listed
  For evaluation on our hardware-specific camera frames, we also contribute a dataset of 35000 images, from 20 participants.
• PuRe: Robust pupil detection for real-time pervasive eye tracking
  24 Dec 2017 1 repository listed
  state-of-the-art algorithms by 25.
• Robust Video-Based Eye Tracking Using Recursive Estimation of Pupil Characteristics
  25 Jun 2017 1 repository listed
  Video-based eye tracking is a valuable technique in various research fields.
• Pupil: An Open Source Platform for Pervasive Eye Tracking and Mobile Gaze-based Interaction
  30 Apr 2014 1 repository listed
  Commercial head-mounted eye trackers provide useful features to customers in industry and research but are expensive and rely on closed source hardware and software.