| ---
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| license: mit
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| ---
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| # MobilePoG: Benchmark for Mobile Point-of-Gaze Calibration.
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| <p align="center">
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| <img src="assets/new_teaser_v2.png" alt="Teaser" width="1000" style="center" />
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| </p>
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| <div align="center">
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| <a href="https://arxiv.org/abs/2508.10268">
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| <img src="https://img.shields.io/badge/arXiv-2508.10268-b31b1b" alt="arXiv">
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| </a>
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| <a href="https://mobile-pog.github.io/">
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| <img src="https://img.shields.io/badge/Project_Page-MobilePoG-green" alt="Project Page">
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| </a>
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| <a href="https://github.com/ZhaoYujie2002/MobilePoG">
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| <img src="https://img.shields.io/badge/GitHub-Code-lightgrey?logo=github">
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| </a>
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| </div>
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| # Dataset Summary
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| <div class="hero-body" style="text-align: center;">
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| <img src="assets/dataset_pipeline.png"/>
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| <p style="font-size:16px; color:black;">Figure 1: Collection procedure of the MobilePoG dataset.</p>
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| </div>
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| MobilePoG was introduced in the paper "Pose-Robust Calibration Strategy for Point-of-Gaze Estimation on Mobile Phones" (BMVC 2025). It was collected and curated to support research on point-of-gaze estimation and calibration, with the primary goal of enabling valid evaluation of personalized calibration under varying points-of-gaze and head poses.
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| # Dataset Structure
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| ```
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| Static-MobilePoG
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| -{subject}_{pose}
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| --frames
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| ---00000.jpg
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| ---00001.jpg
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| ...
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| --camera.json # camera parameters
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| --face.json # facial landmarks
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| --headpose.json # headposes (pitch, yaw, roll)
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| --info.json # information about subject, pose, dataset split
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| --label.json # point-of-gaze labels
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| -{subject}_{pose}
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| ...
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| Dynamic-MobilePoG
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| -{subject}_{pog}
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| --frames
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| ---00000.jpg
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| ---00001.jpg
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| ...
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| --camera.json # camera parameters
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| --face.json # facial landmarks
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| --headpose.json # headposes (pitch, yaw, roll)
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| --info.json # information about subject, point-of-gaze, dataset split
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| --label.json # point-of-gaze labels
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| -{subject}_{pog}
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| ...
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| ```
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| # Dataset Examples
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| <div class="hero-body" style="text-align: center;">
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| <img src="assets/more_examples_static.png"/>
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| <p style="font-size:16px; color:black;">Figure 2: Examples of the Static-MobilePoG dataset.</p>
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| </div>
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| <div class="hero-body" style="text-align: center;">
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| <img src="assets/more_examples_dynamic.png"/>
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| <p style="font-size:16px; color:black;">Figure 3: Examples of the Dynamic-MobilePoG dataset.</p>
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| </div>
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| # Citation
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| Researchers using this dataset are kindly requested to cite the following reference:
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|
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| ```bibtex
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| @misc{zhao2025poserobustcalibrationstrategypointofgaze,
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| title={Pose-Robust Calibration Strategy for Point-of-Gaze Estimation on Mobile Phones},
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| author={Yujie Zhao and Jiabei Zeng and Shiguang Shan},
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| year={2025},
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| eprint={2508.10268},
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| archivePrefix={arXiv},
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| primaryClass={cs.CV},
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| url={https://arxiv.org/abs/2508.10268},
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| }
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| ```
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