{"url":"/dataset/gpa","name":"GPA","full_name":"Geometric Pose Affordance","description_markdown":"multi-view imagery of people interacting with a variety of rich 3D environments","description_withheld":null,"homepage":"https://wangzheallen.github.io/GPA","introduced_date":"2019-05-19","introduced_date_note":null,"introduced_by":{"paper":"/paper/geometric-pose-affordance-3d-human-pose-with","title":"Geometric Pose Affordance: 3D Human Pose with Scene Constraints","first_author":"Zhe Wang","url":null},"license":{"name":"Creative Commons Attribution-NonCommercial 4.0 International License","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Pose Estimation","url":"/task/pose-estimation","datasets_with_task":"/datasets/task/pose-estimation"},{"name":"3D Human Pose Estimation","url":"/task/3d-human-pose-estimation","datasets_with_task":"/datasets/task/3d-human-pose-estimation"},{"name":"3D Pose Estimation","url":"/task/3d-pose-estimation","datasets_with_task":"/datasets/task/3d-pose-estimation"}],"languages":[],"variants":["Geometric Pose Affordance ","Geometric Pose Affordance","GPA"],"data_loaders":[],"num_papers_in_archive":8,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/3d-human-pose-estimation-on-geometric-pose-1","task":"3D Human Pose Estimation","dataset_variant":"Geometric Pose Affordance","rows":2,"metrics":["PCK3D (CA)","PCK3D (CS)","MPJPE","MPJPE (CA)","MPJPE (CS)","PCK"],"first_row_in_archive_order":{"model":"ResNet-F","paper":"/paper/geometric-pose-affordance-3d-human-pose-with","metrics":{"MPJPE":"94.1","MPJPE (CA)":"85.6","MPJPE (CS)":"97.8","PCK":"82.9","PCK3D (CA)":"84.8","PCK3D (CS)":"82.0"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/3d-human-pose-estimation-on-geometric-pose","task":"3D Human Pose Estimation","dataset_variant":"Geometric Pose Affordance","rows":1,"metrics":["MPJPE (CS)","MPJPE (CA)","PCK3D (CS)","PCK3D (CA)"],"first_row_in_archive_order":{"model":"Baseline model","paper":"/paper/towards-3d-human-pose-estimation-in-the-wild","metrics":{"MPJPE (CA)":"89.2","MPJPE (CS)":"99.4","PCK3D (CA)":"83.6","PCK3D (CS)":"81.3"},"code_links":[{"title":"xingyizhou/pytorch-pose-hg-3d","url":"https://github.com/xingyizhou/pytorch-pose-hg-3d"},{"title":"xingyizhou/pose-hg-3d","url":"https://github.com/xingyizhou/pose-hg-3d"},{"title":"mengyingfei/pose-3d-pytorch-ros","url":"https://github.com/mengyingfei/pose-3d-pytorch-ros"},{"title":"nish-97v/3D-human-pose-estimation","url":"https://github.com/nish-97v/3D-human-pose-estimation"},{"title":"ECE740F21T01/pytorch-pose-hg-3d","url":"https://github.com/ECE740F21T01/pytorch-pose-hg-3d"},{"title":"mikeshihyaolin/pose-hg-3d-preprocessing","url":"https://github.com/mikeshihyaolin/pose-hg-3d-preprocessing"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/predicting-camera-viewpoint-improves-cross","title":"Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation","date":"2020-04-07","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/geometric-pose-affordance-3d-human-pose-with","title":"Geometric Pose Affordance: 3D Human Pose with Scene Constraints","date":"2019-05-19","rows_on_this_dataset":1,"code_links":0,"syntology":null},{"paper":"/paper/towards-3d-human-pose-estimation-in-the-wild","title":"Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach","date":"2017-04-08","rows_on_this_dataset":1,"code_links":6,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"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."}