| TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking | | 7.3 | TesseTrack | 2021-06-16 |
| 3DSA :Multi-View 3D Human Pose Estimation With 3D Space Attention Mechanisms | | 13.98 | Voxelpose+3DSA | 2024-09-29 |
| 3DSA :Multi-View 3D Human Pose Estimation With 3D Space Attention Mechanisms | | 14.55 | Faster-Voxelpose+3DSA | 2024-09-29 |
| DeepSweep: Real-Time Multi-View 3D Pose Estimation Via Cross-View Deep Matching and Plane Sweeping | | 15.34 | DeepSweep | 2024-10-18 |
| Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images | ✓ Link | 15.68 | PRGN | 2021-09-13 |
| Direct Multi-view Multi-person 3D Pose Estimation | ✓ Link | 15.8 | MvP | 2021-11-07 |
| Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo | ✓ Link | 16.75 | PlaneSweepPose | 2021-04-06 |
| FasterVoxelPose+: Fast and Accurate Voxel-based 3D Human Pose Estimation by Depth-wise Projection Decay | | 17.42 | Faster VoxelPose Plus | 2023-11-11 |
| VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment | ✓ Link | 17.68 | VoxelPose | 2020-04-13 |
| Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection | ✓ Link | 18.41 | Faster VoxelPose | 2022-07-22 |
| VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild | | 18.49 | VoxelTrack | 2021-08-05 |
| COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation | | 23.62 | COMPOSE | 2026-01-14 |
| QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes | | 29.4 | QuickPose | 2022-07-22 |
| RapidPoseTriangulation: Multi-view Multi-person Whole-body Human Pose Triangulation in a Millisecond | ✓ Link | 30.5 | RapidPoseTriangulation (without training) | 2025-03-27 |
| Light3DPose: Real-time Multi-Person 3D PoseEstimation from Multiple Views | | 38.59 | Light3DPose | 2020-04-06 |
| IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation | | 48.4 | IVT (f=5) | 2022-08-06 |
| Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation | | 49.8 | PIRN | 2022-04-11 |
| Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry | ✓ Link | 50 | MVG | 2020-07-21 |
| HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation | | 51.6 | HMOR | 2020-08-01 |
| Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation | ✓ Link | 53.8 | DAS | 2022-03-15 |
| Dynamic Graph Reasoning for Multi-person 3D Pose Estimation | | 57.9 | GR-M3D | 2022-07-22 |
| VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data | ✓ Link | 58.9 | VirtualPose | 2022-07-20 |
| SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation | ✓ Link | 61.8 | SMAP | 2020-08-26 |
| Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction | ✓ Link | 126.1 | InstanceHMR | 2024-01-01 |
| Body Meshes as Points | ✓ Link | 135.4 | BMP | 2021-05-06 |