3D Human Pose Estimation on MPI-INF-3DHP (Scene PCK Breakdown)
86.4PCK (Overall)FMPose3D
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FMPose3DN (number of hypotheses)=20, Cross-dataset evaluation (Zero-shot generalization)=true2026.02 | 86.4 | 86.1 | 87.1 | 86.5 | 54.6 | |
| FMPose3DN (number of hypotheses)=2, Cross-dataset evaluation (Zero-shot generalization)=true2026.02 | 85.9 | 85.7 | 86.4 | 85.6 | 53.7 | |
| Li et al. [29]Weakly Supervised=true2021.07 | 85 | 86.9 | 86.6 | 79.3 | — | |
| HCSFTraining Dataset=Human3.6M2021.08 | 84.6 | — | — | — | — | |
| ProPoseCross-dataset evaluation (Zero-shot generalization)=true2026.02 | 84.4 | 83.9 | 85.5 | 83.4 | 52.1 | |
| Normalizing Flow based 3D Human Pose Estimation2021.07 | 84.3 | 86.6 | 82.8 | 82.5 | — | |
| UGRNCross-dataset evaluation (Zero-shot generalization)=true2026.02 | 84.1 | 86.2 | 84.7 | 81.9 | 53.7 | |
| Zeng et al.Cross-dataset evaluation (Zero-shot generalization)=true2026.02 | 82.1 | — | — | 84.6 | 46.2 | |
| PerturbPECross-dataset evaluation (Zero-shot generalization)=true2026.02 | 82 | 80 | 79 | 84 | — | |
| SRNetTraining Dataset=Human3.6M2021.08 | 80.3 | — | — | — | — | |
| GraphSHCross-dataset evaluation (Zero-shot generalization)=true2026.02 | 80.1 | 81.5 | 81.7 | 75.2 | 45.8 | |
| GraFormerCross-dataset evaluation (Zero-shot generalization)=true2026.02 | 79 | 80.1 | 77.9 | 74.1 | 43.8 | |
| LCNTraining Dataset=Human3.6M2021.08 | 77.3 | — | — | — | — | |
| Li et al. [28]GT 2D Joints=true2021.07 | 67.9 | 70.1 | 68.2 | 66.6 | — | |
| OriNetTraining Dataset=Human3.6M2021.08 | 65.7 | — | — | — | — | |
| SimpleBaselineCross-dataset evaluation (Zero-shot generalization)=true2026.02 | 42.5 | 49.8 | 42.5 | 31.2 | 17 | |
| FCNTraining Dataset=Human3.6M2021.08 | 31.2 | — | — | — | — |