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3D Multi-Person Pose Estimation 벤치마크

3D Multi-Person Pose Estimation on Campus

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PCP3D

78 82.85 87.7 92.55 97.4 2014-09 2026-09 Belagiannis model v.2 — 78.0 (2014-09-06) Belagiannis model v.2 — 78.0 (2014-09-06) Belagiannis model v.2 — 78.0 (2014-09-06) Belagiannis model v.2 — 78.0 (2014-09-06) Belagiannis model v.2 — 78.0 (2014-09-06) Belagiannis model v.3 — 84.5 (2016-10-01) Belagiannis model v.3 — 84.5 (2016-10-01) Belagiannis model v.3 — 84.5 (2016-10-01) Belagiannis model v.3 — 84.5 (2016-10-01) Belagiannis model v.3 — 84.5 (2016-10-01) Ershadi-Nasab model — 90.6 (2017-09-04) Ershadi-Nasab model — 90.6 (2017-09-04) Ershadi-Nasab model — 90.6 (2017-09-04) Ershadi-Nasab model — 90.6 (2017-09-04) Ershadi-Nasab model — 90.6 (2017-09-04) MVPose — 96.3 (2019-01-14) MVPose — 96.3 (2019-01-14) MVPose — 96.3 (2019-01-14) MVPose — 96.3 (2019-01-14) MVPose — 96.3 (2019-01-14) crossview_3d_pose_tracking — 96.6 (2020-03-09) Cross-View — 96.6 (2020-03-09) crossview_3d_pose_tracking — 96.6 (2020-03-09) Cross-View — 96.6 (2020-03-09) crossview_3d_pose_tracking — 96.6 (2020-03-09) Cross-View — 96.6 (2020-03-09) crossview_3d_pose_tracking — 96.6 (2020-03-09) Cross-View — 96.6 (2020-03-09) crossview_3d_pose_tracking — 96.6 (2020-03-09) Cross-View — 96.6 (2020-03-09) VoxelPose — 96.7 (2020-04-13) VoxelPose — 96.7 (2020-04-13) VoxelPose — 96.7 (2020-04-13) VoxelPose — 96.7 (2020-04-13) VoxelPose — 96.7 (2020-04-13) PlaneSweepPose — 97.0 (2021-04-06) PlaneSweepPose — 97.0 (2021-04-06) PlaneSweepPose — 97.0 (2021-04-06) PlaneSweepPose — 97.0 (2021-04-06) PlaneSweepPose — 97.0 (2021-04-06) TesseTrack — 97.4 (2021-06-16) TesseTrack — 97.4 (2021-06-16) TesseTrack — 97.4 (2021-06-16) TesseTrack — 97.4 (2021-06-16) TesseTrack — 97.4 (2021-06-16) Part-aware Pose — 96.79 (2021-06-22) Part-aware Pose — 96.79 (2021-06-22) Part-aware Pose — 96.79 (2021-06-22) Part-aware Pose — 96.79 (2021-06-22) Part-aware Pose — 96.79 (2021-06-22) SmartEdgeSensor — 97.0 (2021-06-28) SmartEdgeSensor — 97.0 (2021-06-28) SmartEdgeSensor — 97.0 (2021-06-28) SmartEdgeSensor — 97.0 (2021-06-28) SmartEdgeSensor — 97.0 (2021-06-28) VoxelTrack — 96.7 (2021-08-05) VoxelTrack — 96.7 (2021-08-05) VoxelTrack — 96.7 (2021-08-05) VoxelTrack — 96.7 (2021-08-05) VoxelTrack — 96.7 (2021-08-05) MvP — 96.6 (2021-11-07) MvP — 96.6 (2021-11-07) MvP — 96.6 (2021-11-07) MvP — 96.6 (2021-11-07) MvP — 96.6 (2021-11-07) VTP — 96.3 (2022-05-25) VTP — 96.3 (2022-05-25) VTP — 96.3 (2022-05-25) VTP — 96.3 (2022-05-25) VTP — 96.3 (2022-05-25) Faster VoxelPose — 96.9 (2022-07-22) Faster VoxelPose — 96.9 (2022-07-22) Faster VoxelPose — 96.9 (2022-07-22) Faster VoxelPose — 96.9 (2022-07-22) Faster VoxelPose — 96.9 (2022-07-22) UMMT — 97.0 (2023-02-08) UMMT — 97.0 (2023-02-08) UMMT — 97.0 (2023-02-08) UMMT — 97.0 (2023-02-08) UMMT — 97.0 (2023-02-08) Belagiannis model v.2 — 78.0 (2014-09-06) Belagiannis model v.3 — 84.5 (2016-10-01) Ershadi-Nasab model — 90.6 (2017-09-04) MVPose — 96.3 (2019-01-14) crossview_3d_pose_tracking — 96.6 (2020-03-09) VoxelPose — 96.7 (2020-04-13) PlaneSweepPose — 97.0 (2021-04-06) TesseTrack — 97.4 (2021-06-16)
RankModel PCP3DMean mAP PaperCodeYear
1 TesseTrack 97.4– TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking 2021
2 SmartEdgeSensor 97– Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors AIS-Bonn/SmartEdgeSensor3DHumanPose 2021
2 PlaneSweepPose 97– Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo jiahaoLjh/PlaneSweepPose 2021
2 UMMT 97.0– A Unified Multi-view Multi-person Tracking Framework 2023
5 Faster VoxelPose 96.9– Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection AlvinYH/Faster-VoxelPose 2022
6 Part-aware Pose 96.79– 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
7 VoxelPose 96.7– VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment open-mmlab/mmpose · microsoft/voxelpose-pytorch 2020
7 VoxelTrack 96.7– VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild 2021
9 crossview_3d_pose_tracking 96.6– 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
9 MvP 96.6– Direct Multi-view Multi-person 3D Pose Estimation openxrlab/xrmocap · sail-sg/mvp 2021
9 Cross-View 96.6– 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
12 VTP 96.380.1 VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation 2022
12 MVPose 96.3– Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views zju3dv/EasyMocap · zju3dv/mvpose · perfanalytics/pose2sim · +1 2019
14 Ershadi-Nasab model 90.6– Multiple human 3d pose estimation from multiview images 2017
15 Belagiannis model v.3 84.5– 3D Pictorial Structures Revisited: Multiple Human Pose Estimation 2016
16 Belagiannis model v.2 78– Multiple human pose estimation with temporally consistent 3d pictorial structures 2014
17 TesseTrack 97.4– TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking 2021
18 SmartEdgeSensor 97– Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors AIS-Bonn/SmartEdgeSensor3DHumanPose 2021
18 PlaneSweepPose 97– Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo jiahaoLjh/PlaneSweepPose 2021
18 UMMT 97.0– A Unified Multi-view Multi-person Tracking Framework 2023
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