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3D Multi-Person Pose Estimation 벤치마크

3D Multi-Person Pose Estimation on Panoptic

100개 결과 · ⬇ CSV · JSON

Average MPJPE (mm)

7.3 39.32 71.35 103.4 135.4 2020-04 2026-09 Light3DPose — 38.59 (2020-04-06) Light3DPose — 38.59 (2020-04-06) Light3DPose — 38.59 (2020-04-06) Light3DPose — 38.59 (2020-04-06) Light3DPose — 38.59 (2020-04-06) VoxelPose — 17.68 (2020-04-13) VoxelPose — 17.68 (2020-04-13) VoxelPose — 17.68 (2020-04-13) VoxelPose — 17.68 (2020-04-13) VoxelPose — 17.68 (2020-04-13) MVG — 50.0 (2020-07-21) MVG — 50.0 (2020-07-21) MVG — 50.0 (2020-07-21) MVG — 50.0 (2020-07-21) MVG — 50.0 (2020-07-21) HMOR — 51.6 (2020-08-01) HMOR — 51.6 (2020-08-01) HMOR — 51.6 (2020-08-01) HMOR — 51.6 (2020-08-01) HMOR — 51.6 (2020-08-01) SMAP — 61.8 (2020-08-26) SMAP — 61.8 (2020-08-26) SMAP — 61.8 (2020-08-26) SMAP — 61.8 (2020-08-26) SMAP — 61.8 (2020-08-26) PlaneSweepPose — 16.75 (2021-04-06) PlaneSweepPose — 16.75 (2021-04-06) PlaneSweepPose — 16.75 (2021-04-06) PlaneSweepPose — 16.75 (2021-04-06) PlaneSweepPose — 16.75 (2021-04-06) BMP — 135.4 (2021-05-06) BMP — 135.4 (2021-05-06) BMP — 135.4 (2021-05-06) BMP — 135.4 (2021-05-06) BMP — 135.4 (2021-05-06) TesseTrack — 7.3 (2021-06-16) TesseTrack — 7.3 (2021-06-16) TesseTrack — 7.3 (2021-06-16) TesseTrack — 7.3 (2021-06-16) TesseTrack — 7.3 (2021-06-16) VoxelTrack — 18.49 (2021-08-05) VoxelTrack — 18.49 (2021-08-05) VoxelTrack — 18.49 (2021-08-05) VoxelTrack — 18.49 (2021-08-05) VoxelTrack — 18.49 (2021-08-05) PRGN — 15.68 (2021-09-13) PRGN — 15.68 (2021-09-13) PRGN — 15.68 (2021-09-13) PRGN — 15.68 (2021-09-13) PRGN — 15.68 (2021-09-13) MvP — 15.8 (2021-11-07) MvP — 15.8 (2021-11-07) MvP — 15.8 (2021-11-07) MvP — 15.8 (2021-11-07) MvP — 15.8 (2021-11-07) DAS — 53.8 (2022-03-15) DAS — 53.8 (2022-03-15) DAS — 53.8 (2022-03-15) DAS — 53.8 (2022-03-15) DAS — 53.8 (2022-03-15) PIRN — 49.8 (2022-04-11) PIRN — 49.8 (2022-04-11) PIRN — 49.8 (2022-04-11) PIRN — 49.8 (2022-04-11) PIRN — 49.8 (2022-04-11) VirtualPose — 58.9 (2022-07-20) VirtualPose — 58.9 (2022-07-20) VirtualPose — 58.9 (2022-07-20) VirtualPose — 58.9 (2022-07-20) VirtualPose — 58.9 (2022-07-20) Faster VoxelPose — 18.41 (2022-07-22) QuickPose — 29.4 (2022-07-22) GR-M3D — 57.9 (2022-07-22) Faster VoxelPose — 18.41 (2022-07-22) QuickPose — 29.4 (2022-07-22) GR-M3D — 57.9 (2022-07-22) Faster VoxelPose — 18.41 (2022-07-22) QuickPose — 29.4 (2022-07-22) GR-M3D — 57.9 (2022-07-22) Faster VoxelPose — 18.41 (2022-07-22) QuickPose — 29.4 (2022-07-22) GR-M3D — 57.9 (2022-07-22) Faster VoxelPose — 18.41 (2022-07-22) QuickPose — 29.4 (2022-07-22) GR-M3D — 57.9 (2022-07-22) IVT (f=5) — 48.4 (2022-08-06) IVT (f=5) — 48.4 (2022-08-06) IVT (f=5) — 48.4 (2022-08-06) IVT (f=5) — 48.4 (2022-08-06) IVT (f=5) — 48.4 (2022-08-06) InstanceHMR — 126.1 (2024-01-01) InstanceHMR — 126.1 (2024-01-01) InstanceHMR — 126.1 (2024-01-01) InstanceHMR — 126.1 (2024-01-01) InstanceHMR — 126.1 (2024-01-01) RapidPoseTriangulation (without training) — 30.5 (2025-03-27) RapidPoseTriangulation (without training) — 30.5 (2025-03-27) RapidPoseTriangulation (without training) — 30.5 (2025-03-27) RapidPoseTriangulation (without training) — 30.5 (2025-03-27) RapidPoseTriangulation (without training) — 30.5 (2025-03-27) Light3DPose — 38.59 (2020-04-06) MVG — 50.0 (2020-07-21) HMOR — 51.6 (2020-08-01) SMAP — 61.8 (2020-08-26) BMP — 135.4 (2021-05-06)
RankModel Average MPJPE (mm) Extra Training Data PaperCodeYear
1 TesseTrack 7.3 ✓ TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking 2021
2 PRGN 15.68 ✓ Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images wusize/multiview_pose 2021
3 MvP 15.8 ✓ Direct Multi-view Multi-person 3D Pose Estimation openxrlab/xrmocap · sail-sg/mvp 2021
4 PlaneSweepPose 16.75 ✓ Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo jiahaoLjh/PlaneSweepPose 2021
5 VoxelPose 17.68 ✓ VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment open-mmlab/mmpose · microsoft/voxelpose-pytorch 2020
6 Faster VoxelPose 18.41 ✓ Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection AlvinYH/Faster-VoxelPose 2022
7 VoxelTrack 18.49 ✓ VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild 2021
8 QuickPose 29.4 ✓ QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes 2022
9 RapidPoseTriangulation (without training) 30.5 RapidPoseTriangulation: Multi-view Multi-person Whole-body Human Pose Triangulation in a Millisecond Percipiote/RapidPoseTriangulation 2025
10 Light3DPose 38.59 ✓ Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views 2020
11 IVT (f=5) 48.4 ✓ IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation 2022
12 PIRN 49.8 ✓ Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation 2022
13 MVG 50 ✓ Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry HeCraneChen/3D-Crowd-Pose-Estimation-Based-on-MVG 2020
14 HMOR 51.6 ✓ HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation 2020
15 DAS 53.8 ✓ Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation wangzt-halo/das 2022
16 GR-M3D 57.9 Dynamic Graph Reasoning for Multi-person 3D Pose Estimation 2022
17 VirtualPose 58.9 ✓ VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data wkom/virtualpose 2022
18 SMAP 61.8 ✓ SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation zju3dv/smap 2020
19 InstanceHMR 126.1 ✓ Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction dcvl-3d/instancehmr_release 2024
20 BMP 135.4 Body Meshes as Points jfzhang95/BMP 2021
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