{"url":"/dataset/mpiigaze","name":"MPIIGaze","full_name":null,"description_markdown":"**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.\r\n\r\nSource: [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](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)\r\nImage 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](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)","description_withheld":null,"homepage":"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","introduced_date":"2015-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/appearance-based-gaze-estimation-in-the-wild","title":"Appearance-Based Gaze Estimation in the Wild","first_author":"Xucong Zhang","url":null},"license":{"name":"CC BY-NC-SA 4.0","url":"https://creativecommons.org/licenses/by-nc-sa/4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Gaze Estimation","url":"/task/gaze-estimation","datasets_with_task":"/datasets/task/gaze-estimation"},{"name":"Style Transfer","url":"/task/style-transfer","datasets_with_task":"/datasets/task/style-transfer"}],"languages":[{"name":"Chinese","url":"/datasets/language/chinese"}],"variants":["MPII Gaze","MPIIGaze"],"data_loaders":[],"num_papers_in_archive":78,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/gaze-estimation-on-mpii-gaze","task":"Gaze Estimation","dataset_variant":"MPII Gaze","rows":6,"metrics":["Angular Error"],"first_row_in_archive_order":{"model":"FAZE","paper":"/paper/few-shot-adaptive-gaze-estimation","metrics":{"Angular Error":"3.14"},"code_links":[{"title":"NVlabs/few_shot_gaze","url":"https://github.com/NVlabs/few_shot_gaze"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/gaze-estimation-on-mpiigaze-1","task":"Gaze Estimation","dataset_variant":"MPIIGaze","rows":1,"metrics":["Mean Angle Error"],"first_row_in_archive_order":{"model":"AGE-Net","paper":"/paper/agent-guided-gaze-estimation-network-by-two","metrics":{"Mean Angle Error":"3.61"},"code_links":[{"title":"iszff/AGE-Net","url":"https://github.com/iszff/AGE-Net"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/agent-guided-gaze-estimation-network-by-two","title":"Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry Exploration","date":"2024-10-30","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/l2cs-net-fine-grained-gaze-estimation-in","title":"L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments","date":"2022-03-07","rows_on_this_dataset":1,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":10,"samples_ran":5,"samples_unverified":5,"pointer_only_for_licence":2,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/few-shot-adaptive-gaze-estimation","title":"Few-Shot Adaptive Gaze Estimation","date":"2019-05-06","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/rt-gene-real-time-eye-gaze-estimation-in","title":"RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments","date":"2018-09-01","rows_on_this_dataset":3,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":10,"samples_ran":5,"samples_unverified":5,"pointer_only_for_licence":2,"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."}