OpenCodePapers

3d-multi-person-pose-estimation-on-cmu

Pose Estimation3D Human Pose Estimation3D Multi-Person Pose Estimation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeAverage MPJPE (mm)ModelNameReleaseDate
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking7.3TesseTrack2021-06-16
Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images✓ Link15.68PRGN2021-09-13
Direct Multi-view Multi-person 3D Pose Estimation✓ Link15.8MvP2021-11-07
Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo✓ Link16.75PlaneSweepPose2021-04-06
VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment✓ Link17.68VoxelPose2020-04-13
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection✓ Link18.41Faster VoxelPose2022-07-22
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild18.49VoxelTrack2021-08-05
QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes29.4QuickPose2022-07-22
RapidPoseTriangulation: Multi-view Multi-person Whole-body Human Pose Triangulation in a Millisecond✓ Link30.5RapidPoseTriangulation (without training)2025-03-27
Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views38.59Light3DPose2020-04-06
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation48.4IVT (f=5)2022-08-06
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation49.8PIRN2022-04-11
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry✓ Link50MVG2020-07-21
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation51.6HMOR2020-08-01
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation✓ Link53.8DAS2022-03-15
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation57.9GR-M3D2022-07-22
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data✓ Link58.9VirtualPose2022-07-20
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation✓ Link61.8SMAP2020-08-26
Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction✓ Link126.1InstanceHMR2024-01-01
Body Meshes as Points✓ Link135.4BMP2021-05-06
Check out how to contribute new results.