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3D Multi-Person Pose Estimation 벤치마크

3D Multi-Person Pose Estimation on Shelf

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PCP3D

71.4 78.55 85.7 92.85 100 2014-06 2026-09 Belagiannis model v.1 — 71.4 (2014-06-01) Belagiannis model v.1 — 71.4 (2014-06-01) Belagiannis model v.1 — 71.4 (2014-06-01) Belagiannis model v.1 — 71.4 (2014-06-01) Belagiannis model v.1 — 71.4 (2014-06-01) Belagiannis model v.2 — 76.0 (2014-09-06) Belagiannis model v.2 — 76.0 (2014-09-06) Belagiannis model v.2 — 76.0 (2014-09-06) Belagiannis model v.2 — 76.0 (2014-09-06) Belagiannis model v.2 — 76.0 (2014-09-06) Belagiannis model v.3 — 77.5 (2016-10-01) Belagiannis model v.3 — 77.5 (2016-10-01) Belagiannis model v.3 — 77.5 (2016-10-01) Belagiannis model v.3 — 77.5 (2016-10-01) Belagiannis model v.3 — 77.5 (2016-10-01) Ershadi-Nasab model — 88.0 (2017-09-04) Ershadi-Nasab model — 88.0 (2017-09-04) Ershadi-Nasab model — 88.0 (2017-09-04) Ershadi-Nasab model — 88.0 (2017-09-04) Ershadi-Nasab model — 88.0 (2017-09-04) MVPose — 96.9 (2019-01-14) MVPose — 96.9 (2019-01-14) MVPose — 96.9 (2019-01-14) MVPose — 96.9 (2019-01-14) MVPose — 96.9 (2019-01-14) 4D Association Pose — 97.6 (2020-02-28) 4D Association Pose — 97.6 (2020-02-28) 4D Association Pose — 97.6 (2020-02-28) 4D Association Pose — 97.6 (2020-02-28) 4D Association Pose — 97.6 (2020-02-28) crossview_3d_pose_tracking — 96.8 (2020-03-09) Cross-View — 96.8 (2020-03-09) crossview_3d_pose_tracking — 96.8 (2020-03-09) Cross-View — 96.8 (2020-03-09) crossview_3d_pose_tracking — 96.8 (2020-03-09) Cross-View — 96.8 (2020-03-09) crossview_3d_pose_tracking — 96.8 (2020-03-09) Cross-View — 96.8 (2020-03-09) crossview_3d_pose_tracking — 96.8 (2020-03-09) Cross-View — 96.8 (2020-03-09) Light3DPose — 89.8 (2020-04-06) Light3DPose — 89.8 (2020-04-06) Light3DPose — 89.8 (2020-04-06) Light3DPose — 89.8 (2020-04-06) Light3DPose — 89.8 (2020-04-06) VoxelPose — 97.0 (2020-04-13) VoxelPose — 97.0 (2020-04-13) VoxelPose — 97.0 (2020-04-13) VoxelPose — 97.0 (2020-04-13) VoxelPose — 97.0 (2020-04-13) Tanke and Gall — 96.0 (2021-01-24) Tanke and Gall — 96.0 (2021-01-24) Tanke and Gall — 96.0 (2021-01-24) Tanke and Gall — 96.0 (2021-01-24) Tanke and Gall — 96.0 (2021-01-24) PlaneSweepPose — 97.9 (2021-04-06) PlaneSweepPose — 97.9 (2021-04-06) PlaneSweepPose — 97.9 (2021-04-06) PlaneSweepPose — 97.9 (2021-04-06) PlaneSweepPose — 97.9 (2021-04-06) TesseTrack (correct) — 97.9 (2021-06-16) TesseTrack (correct) — 97.9 (2021-06-16) TesseTrack (correct) — 97.9 (2021-06-16) TesseTrack (correct) — 97.9 (2021-06-16) TesseTrack (correct) — 97.9 (2021-06-16) Part-aware Pose — 97.39 (2021-06-22) Part-aware Pose — 97.39 (2021-06-22) Part-aware Pose — 97.39 (2021-06-22) Part-aware Pose — 97.39 (2021-06-22) Part-aware Pose — 97.39 (2021-06-22) SmartEdgeSensor — 97.4 (2021-06-28) SmartEdgeSensor — 97.4 (2021-06-28) SmartEdgeSensor — 97.4 (2021-06-28) SmartEdgeSensor — 97.4 (2021-06-28) SmartEdgeSensor — 97.4 (2021-06-28) VoxelTrack — 97.1 (2021-08-05) VoxelTrack — 97.1 (2021-08-05) VoxelTrack — 97.1 (2021-08-05) VoxelTrack — 97.1 (2021-08-05) VoxelTrack — 97.1 (2021-08-05) Zhang et al. — 98.1 (2021-08-23) Zhang et al. — 98.1 (2021-08-23) Zhang et al. — 98.1 (2021-08-23) Zhang et al. — 98.1 (2021-08-23) Zhang et al. — 98.1 (2021-08-23) PRGN — 97.7 (2021-09-13) PRGN — 97.7 (2021-09-13) PRGN — 97.7 (2021-09-13) PRGN — 97.7 (2021-09-13) PRGN — 97.7 (2021-09-13) Multi Person Pose — 96.9 (2021-10-05) Multi Person Pose — 96.9 (2021-10-05) Multi Person Pose — 96.9 (2021-10-05) Multi Person Pose — 96.9 (2021-10-05) Multi Person Pose — 96.9 (2021-10-05) MvP — 97.4 (2021-11-07) MvP — 97.4 (2021-11-07) MvP — 97.4 (2021-11-07) MvP — 97.4 (2021-11-07) MvP — 97.4 (2021-11-07) VTP — 97.3 (2022-05-25) VTP — 97.3 (2022-05-25) VTP — 97.3 (2022-05-25) VTP — 97.3 (2022-05-25) VTP — 97.3 (2022-05-25) QuickPose — 98.1 (2022-07-22) Faster VoxelPose — 97.6 (2022-07-22) QuickPose — 98.1 (2022-07-22) Faster VoxelPose — 97.6 (2022-07-22) QuickPose — 98.1 (2022-07-22) Faster VoxelPose — 97.6 (2022-07-22) QuickPose — 98.1 (2022-07-22) Faster VoxelPose — 97.6 (2022-07-22) QuickPose — 98.1 (2022-07-22) Faster VoxelPose — 97.6 (2022-07-22) UTTM — 97.7 (2023-02-08) UTTM — 97.7 (2023-02-08) UTTM — 97.7 (2023-02-08) UTTM — 97.7 (2023-02-08) UTTM — 97.7 (2023-02-08) RapidPoseTriangulation (with corrected labels) — 100.0 (2025-03-27) RapidPoseTriangulation (with corrected labels) — 100.0 (2025-03-27) RapidPoseTriangulation (with corrected labels) — 100.0 (2025-03-27) RapidPoseTriangulation (with corrected labels) — 100.0 (2025-03-27) RapidPoseTriangulation (with corrected labels) — 100.0 (2025-03-27) Feiz et al. (Kinematics) — 98.6 (2025-04-11) Feiz et al. (Kinematics) — 98.6 (2025-04-11) Feiz et al. (Kinematics) — 98.6 (2025-04-11) Feiz et al. (Kinematics) — 98.6 (2025-04-11) Feiz et al. (Kinematics) — 98.6 (2025-04-11) Belagiannis model v.1 — 71.4 (2014-06-01) Belagiannis model v.2 — 76.0 (2014-09-06) Belagiannis model v.3 — 77.5 (2016-10-01) Ershadi-Nasab model — 88.0 (2017-09-04) MVPose — 96.9 (2019-01-14) 4D Association Pose — 97.6 (2020-02-28) PlaneSweepPose — 97.9 (2021-04-06) Zhang et al. — 98.1 (2021-08-23) RapidPoseTriangulation (with corrected labels) — 100.0 (2025-03-27)
RankModel PCP3DMPJPE PaperCodeYear
1 RapidPoseTriangulation (with corrected labels) 10047.5 RapidPoseTriangulation: Multi-view Multi-person Whole-body Human Pose Triangulation in a Millisecond Percipiote/RapidPoseTriangulation 2025
2 Feiz et al. (Kinematics) 98.6– Multi-person Physics-based Pose Estimation for Combat Sports 2025
3 QuickPose 98.1– QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes 2022
3 Zhang et al. 98.1– Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras 2021
5 PlaneSweepPose 97.9– Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo jiahaoLjh/PlaneSweepPose 2021
5 TesseTrack (correct) 97.9– TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking 2021
7 PRGN 97.7– Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images wusize/multiview_pose 2021
7 UTTM 97.7– A Unified Multi-view Multi-person Tracking Framework 2023
9 4D Association Pose 97.6– 4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras zhangyux15/4d_association 2020
9 Faster VoxelPose 97.6– Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection AlvinYH/Faster-VoxelPose 2022
11 SmartEdgeSensor 97.4– Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors AIS-Bonn/SmartEdgeSensor3DHumanPose 2021
11 MvP 97.4– Direct Multi-view Multi-person 3D Pose Estimation openxrlab/xrmocap · sail-sg/mvp 2021
11 Huang et al. 97.4– End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation
14 Part-aware Pose 97.39– Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking ivclab/Part-Aware_Measurement_for_3D_Pose_Estimation_and_Tracking 2021
15 VTP 97.356.3 VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation 2022
16 VoxelTrack 97.1– VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild 2021
17 VoxelPose 97– VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment open-mmlab/mmpose · microsoft/voxelpose-pytorch 2020
18 MVPose 96.9– Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views zju3dv/EasyMocap · zju3dv/mvpose · perfanalytics/pose2sim · +1 2019
18 Multi Person Pose 96.9– Shape-aware Multi-Person Pose Estimation from Multi-View Images 2021
20 crossview_3d_pose_tracking 96.8– Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPS longcw/crossview_3d_pose_tracking · Varun-Tandon14/Implementation-of-Cross-View-Tracking-for-Multi-Human-3D-Pose-Estimation-at-over-100-FPS 2020
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