3D Human Pose Estimation on Shelf (test)
99.8Actor 1 ScoreMulti-person Physics-based Pose Estimation Framework
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Multi-person Physics-based Pose Estimation Frameworkstage=Triangulation2025.04 | 99.8 | 97.9 | — | — | — | — | — | — | — | 95.4 | 98.6 | — | — | — | — | |
| Multi-person Physics-based Pose Estimation Frameworkstage=Kinematics2025.04 | 99.8 | 98.6 | — | — | — | — | — | — | — | 97.6 | 98.6 | — | — | — | — | |
| Tanke et al.2021.06 | 99.8 | — | — | — | — | — | — | — | — | 90 | 98 | — | — | — | 95.9 | |
| Bridgeman et al.2021.06 | 99.7 | — | — | — | — | — | — | — | — | 92.8 | 97.7 | — | — | — | 96.7 | |
| Chen et al.2021.06 | 99.6 | — | — | — | — | — | — | — | — | 93.2 | 97.5 | — | — | — | 96.8 | |
| Yang et al.2025.04 | 99.5 | 97.7 | — | — | — | — | — | — | — | 96 | 97.7 | — | — | — | — | |
| Tu et al.2025.04 | 99.3 | 97 | — | — | — | — | — | — | — | 94.1 | 97.6 | — | — | — | — | |
| Lin and Lee2025.04 | 99.3 | 97.9 | — | — | — | — | — | — | — | 96.5 | 98 | — | — | — | — | |
| VoxelPose2020.04 | 99.3 | — | — | — | — | — | — | — | — | 94.1 | 97.6 | — | — | — | 97 | |
| Tu et al.2021.06 | 99.3 | — | — | — | — | — | — | — | — | 94.1 | 97.6 | — | — | — | 97 | |
| Proposed Method (Part-aware Measurement & Joints Filter)2021.06 | 99.14 | — | — | — | — | — | — | — | — | 95.41 | 97.64 | — | — | — | 97.39 | |
| Zhang et al.2021.06 | 99 | — | — | — | — | — | — | — | — | 96.2 | 97.6 | — | — | — | 97.6 | |
| Multi-person Physics-based Pose Estimation Frameworkstage=Dynamics2025.04 | 98.9 | 98.3 | — | — | — | — | — | — | — | 97.9 | 98.2 | — | — | — | — | |
| Dong et al.2025.04 | 98.8 | 96.9 | — | — | — | — | — | — | — | 94.1 | 97.8 | — | — | — | — | |
| Huang et al.2025.04 | 98.8 | 97.4 | — | — | — | — | — | — | — | 96.2 | 97.2 | — | — | — | — | |
| Dong et al. [4]2020.04 | 98.8 | — | — | — | — | — | — | — | — | 94.1 | 97.8 | — | — | — | 96.9 | |
| Dong et al.2021.06 | 98.8 | — | — | — | — | — | — | — | — | 94.1 | 97.8 | — | — | — | 96.9 | |
| Wang et al.2025.04 | 98.2 | 96.6 | — | — | — | — | — | — | — | 94.1 | 97.4 | — | — | — | — | |
| Ershadi-Nasab et al.2025.04 | 93.3 | 88 | — | — | — | — | — | — | — | 75.9 | 94.8 | — | — | — | — | |
| Ershadi-Nasab et al. [40]2020.04 | 93.3 | — | — | — | — | — | — | — | — | 75.9 | 94.8 | — | — | — | 88 | |
| Ershadi-N et al.2021.06 | 93.3 | — | — | — | — | — | — | — | — | 75.9 | 94.8 | — | — | — | 88 | |
| Belagiannis et al.2025.04 | 75.3 | 77.5 | — | — | — | — | — | — | — | 69.7 | 87.6 | — | — | — | — | |
| Belagiannis et al. [1]2020.04 | 75.3 | — | — | — | — | — | — | — | — | 69.7 | 87.6 | — | — | — | 77.5 | |
| Belagiannis et al.2021.06 | 75.3 | — | — | — | — | — | — | — | — | 69.7 | 87.6 | — | — | — | 77.5 | |
| Belagiannis et al. [3]2020.04 | 75 | — | — | — | — | — | — | — | — | 67 | 86 | — | — | — | 76 | |
| Belagiannis et al.2025.04 | 66.1 | 71.4 | — | — | — | — | — | — | — | 65 | 83.2 | — | — | — | — | |
| Belagiannis et al. [2]2020.04 | 66.1 | — | — | — | — | — | — | — | — | 65 | 83.2 | — | — | — | 71.4 | |
| Dong et al.Venue=CVPR 19, Fine-tuning protocol=w/o fine-tuning, Training Dataset=CMU Panoptic (CMU0)2025.08 | — | 96.9 | — | — | — | — | — | — | — | — | — | 98.8 | 94.1 | 97.8 | — | |
| Faster-VoxelPoseFPS=17.62025.03 | — | 99.1 | 88.3 | 100 | 59.8 | 99.4 | 100 | 50.7 | 66 | — | — | — | — | — | — | |
| Faster-VoxelPosetraining_data=synthetic, FPS=17.42025.03 | — | 99 | 87.9 | 100 | 58.8 | 99 | 100 | 48.8 | 67.7 | — | — | — | — | — | — | |
| MV-SSMVenue=Ours, Fine-tuning protocol=w/o fine-tuning, Training Dataset=CMU Panoptic (CMU0)2025.08 | — | 88 | — | — | — | — | — | — | — | — | — | 89.9 | 85.2 | 88.9 | — | |
| mv3dposeFPS=1.62025.03 | — | 97.1 | 91.4 | 98.4 | 55.8 | 94.8 | 98.5 | 44.3 | 71.2 | — | — | — | — | — | — | |
| MVGFormerVenue=CVPR 24, Fine-tuning protocol=w/o fine-tuning, Training Dataset=CMU Panoptic (CMU0)2025.08 | — | 87.9 | — | — | — | — | — | — | — | — | — | 89.9 | 85.4 | 88.6 | — | |
| MvPtraining_data=synthetic, FPS=8.52025.03 | — | 98.6 | 94.1 | 99.7 | 51.8 | 97.1 | 100 | 82.2 | 30.2 | — | — | — | — | — | — | |
| MvPVenue=NeurIPS 21, Fine-tuning protocol=w/o fine-tuning, Training Dataset=CMU Panoptic (CMU0)2025.08 | — | 8.7 | — | — | — | — | — | — | — | — | — | 5.7 | 16 | 4.6 | — | |
| RapidPoseTriangulationFPS=66.62025.03 | — | 99.2 | 94.4 | 100 | 47.5 | 98.7 | 100 | 41.3 | 74 | — | — | — | — | — | — | |
| Voxel KeypointFusionFPS=5.82025.03 | — | 98.8 | 93.3 | 100 | 51.3 | 98.3 | 100 | 49.1 | 67.4 | — | — | — | — | — | — | |
| VoxelPoseVenue=ECCV 20, Fine-tuning protocol=w/o fine-tuning, Training Dataset=CMU Panoptic (CMU0)2025.08 | — | 69.8 | — | — | — | — | — | — | — | — | — | 77.9 | 63.2 | 68.1 | — |