{"url":"/dataset/gait3d","name":"Gait3D","full_name":null,"description_markdown":"Gait3D is a large-scale 3D representation-based gait recognition dataset. It contains 4,000 subjects and over 25,000 sequences extracted from 39 cameras in an unconstrained indoor scene.","description_withheld":null,"homepage":"https://gait3d.github.io/","introduced_date":"2022-04-06","introduced_date_note":null,"introduced_by":{"paper":"/paper/gait-recognition-in-the-wild-with-dense-3d","title":"Gait Recognition in the Wild with Dense 3D Representations and A Benchmark","first_author":"Jinkai Zheng","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"3D","url":"/datasets/modality/3d"},{"name":"3d meshes","url":"/datasets/modality/3d-meshes"}],"tasks":[{"name":"Gait Recognition","url":"/task/gait-recognition","datasets_with_task":"/datasets/task/gait-recognition"},{"name":"Gait Recognition in the Wild","url":"/task/gait-recognition-in-the-wild","datasets_with_task":"/datasets/task/gait-recognition-in-the-wild"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Gait3D"],"data_loaders":[],"num_papers_in_archive":47,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/gait-recognition-in-the-wild-on-gait3d","task":"Gait Recognition in the Wild","dataset_variant":"Gait3D","rows":2,"metrics":["Rank-1","Rank-5","mAP","mINP"],"first_row_in_archive_order":{"model":"HSTL","paper":"/paper/hierarchical-spatio-temporal-representation","metrics":{"Rank-1":"61.3"},"code_links":[{"title":"gudaochangsheng/HSTL","url":"https://github.com/gudaochangsheng/HSTL"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/gait-recognition-on-gait3d","task":"Gait Recognition","dataset_variant":"Gait3D","rows":2,"metrics":["Rank-1","Rank-5","mAP","mINP"],"first_row_in_archive_order":{"model":"HSTL","paper":"/paper/hierarchical-spatio-temporal-representation","metrics":{"Rank-1":"61.30","Rank-5":"76.3","mAP":"55.48","mINP":"34.77"},"code_links":[{"title":"gudaochangsheng/HSTL","url":"https://github.com/gudaochangsheng/HSTL"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/hierarchical-spatio-temporal-representation","title":"Hierarchical Spatio-Temporal Representation Learning for Gait Recognition","date":"2023-07-19","rows_on_this_dataset":2,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":5,"samples_ran":3,"samples_unverified":2,"pointer_only_for_licence":5,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}},{"paper":"/paper/gait-recognition-in-the-wild-with-dense-3d","title":"Gait Recognition in the Wild with Dense 3D Representations and A Benchmark","date":"2022-04-06","rows_on_this_dataset":2,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":5,"samples_ran":3,"samples_unverified":2,"pointer_only_for_licence":5,"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."}