{"url":"/task/3d-absolute-human-pose-estimation","name":"3D Absolute Human Pose Estimation","slug":"3d-absolute-human-pose-estimation","description_markdown":"This task aims to solve absolute (camera-centric not root-relative) 3D human pose estimation. \r\n\r\n<span style=\"color:grey; opacity: 0.6\">( Image credit: [RootNet](https://github.com/mks0601/3DMPPE_ROOTNET_RELEASE) )</span>","categories":[{"name":"Computer Vision","url":"/area/computer-vision"},{"name":"Knowledge Base","url":"/area/knowledge-base"},{"name":"Robots","url":"/area/robots"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":13,"papers_with_code":9,"benchmarks":3,"benchmark_tables_in_archive":3,"benchmark_tables_shown":3,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":6,"subtasks":4,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/3d-absolute-human-pose-estimation-on-human36m","slug":"3d-absolute-human-pose-estimation-on-human36m","dataset":"Human3.6M","dataset_url":"/dataset/human3-6m","rows_in_archive":4,"metrics":["MRPE","Average MPJPE (mm)","PA-MPJPE"],"first_row_in_archive_order":{"model":"GnTCN","paper_title":"Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos","paper_url":"/paper/graph-and-temporal-convolutional-networks-for","paper_date":"2020-12-22","arxiv_id":"2012.11806","code_links":[{"title":"3dpose/GnTCN","url":"https://github.com/3dpose/GnTCN"}],"syntology":null}},{"leaderboard":"/sota/3d-absolute-human-pose-estimation-on-surreal","slug":"3d-absolute-human-pose-estimation-on-surreal","dataset":"Surreal","dataset_url":null,"rows_in_archive":1,"metrics":["MPJPE"],"first_row_in_archive_order":{"model":"DynaBOA","paper_title":"Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation","paper_url":"/paper/out-of-domain-human-mesh-reconstruction-via","paper_date":"2021-11-07","arxiv_id":"2111.04017","code_links":[{"title":"syguan96/dynaboa","url":"https://github.com/syguan96/dynaboa"}],"syntology":null}},{"leaderboard":"/sota/3d-absolute-human-pose-estimation-on-total-1","slug":"3d-absolute-human-pose-estimation-on-total-1","dataset":"Total Capture","dataset_url":"/dataset/totalcapture","rows_in_archive":1,"metrics":["MPJPE"],"first_row_in_archive_order":{"model":"GeoFuse","paper_title":"Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach","paper_url":"/paper/fusing-wearable-imus-with-multi-view-images","paper_date":"2020-03-25","arxiv_id":"2003.11163","code_links":[{"title":"CHUNYUWANG/imu-human-pose-pytorch","url":"https://github.com/CHUNYUWANG/imu-human-pose-pytorch"}],"syntology":{"n":3,"n_ran":3,"n_unverified":0,"n_pointer_only":0}}}],"datasets":[{"url":"/dataset/human3-6m","name":"Human3.6M","full_name":"","num_papers_in_archive":783},{"url":"/dataset/totalcapture","name":"TotalCapture","full_name":"","num_papers_in_archive":57},{"url":"/dataset/hps-dataset","name":"HPS","full_name":"Human POSEitioning System Dataset","num_papers_in_archive":23},{"url":"/dataset/relative-human","name":"Relative Human","full_name":"","num_papers_in_archive":4},{"url":"/dataset/sportspose","name":"SportsPose","full_name":"SportsPose - A Dynamic 3D sports pose dataset","num_papers_in_archive":4},{"url":"/dataset/infiniterep","name":"InfiniteRep","full_name":"InfiniteRep","num_papers_in_archive":0}],"subtasks":[{"url":"/task/3d-face-animation","name":"3D Face Animation"},{"url":"/task/3d-human-shape-estimation","name":"3D Human Shape Estimation"},{"url":"/task/image-to-3d","name":"Image to 3D"},{"url":"/task/text-to-face-generation","name":"Text-to-Face Generation"}],"parent_tasks":[{"url":"/task/3d-human-pose-estimation","name":"3D Human Pose Estimation"}],"papers":{"order":"repositories listed in the archive (desc), then date (desc); 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