Datasets › MPIIGaze
MPIIGaze
MPIIGaze is a dataset for appearance-based gaze estimation in the wild. It contains 213,659 images collected from 15 participants during natural everyday laptop use over more than three months. It has a large variability in appearance and illumination.
Source: https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/appearance-based-gaze-estimation-in-the-wild Image Source: https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/appearance-based-gaze-estimation-in-the-wild
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Gaze Estimation | MPII Gaze | FAZE Angular Error 3.14 | Few-Shot Adaptive Gaze Estimation | NVlabs/few_shot_gaze | 6 | Compare |
| Gaze Estimation | MPIIGaze | AGE-Net Mean Angle Error 3.61 | Agent-Guided Gaze Estimation Network by Two-Eye... | iszff/AGE-Net | 1 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 78. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry Exploration | 1 | 2 | 30 Oct 2024 | not harvested |
| L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments | 2 | 1 | 7 Mar 2022 | ran 5 of 10 samples (5 unverified; 2 pointer-only for licence) |
| Few-Shot Adaptive Gaze Estimation | 1 | 1 | 6 May 2019 | not harvested |
| RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments | 1 | 3 | 1 Sep 2018 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MPII Gaze
- MPIIGaze
2 variant names, as the archive lists them.
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