3D Human Mesh Reconstruction on 3DPW OCC
43.2PA-MPJPEDiscriminative-Generative Synergy Framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Discriminative-Generative Synergy FrameworkFine-tuning=none2026.04 | 43.2 | 81.4 | 67.2 | |
| VMarker-ProFine-tuning=none2026.04 | 45.1 | 84.8 | 70.7 | |
| DPMeshFine-tuning=none2026.04 | 48 | 88 | 70.9 | |
| PostoMETROBackbone=HRNet-W48, Extra datasets=true, Fine-tuning on 3DPW=false2024.03 | 49 | 90.1 | 79.7 | |
| PostoMETROBackbone=ResNet-50, Extra datasets=true, Fine-tuning on 3DPW=false2024.03 | 50 | 93.5 | 84 | |
| NIKI2024.03 | 53.5 | 107.6 | 85.5 | |
| PARE2024.03 | 56.6 | 107.9 | 90.5 | |
| PAREFine-tuning=none2026.04 | 56.6 | 107.9 | 90.5 | |
| 3DCrowdNetFine-tuning=none2026.04 | 57.1 | 101.5 | 83.5 | |
| HybrIK2024.03 | 58.8 | 111.9 | 90.8 | |
| PyMAFFine-tuning=none2026.04 | 59.1 | 113.7 | 89.6 | |
| SPINFine-tuning=none2026.04 | 60.7 | 121.4 | 95.5 | |
| SPIN2024.03 | 60.8 | 121.6 | 95.6 | |
| HMR-EFT2024.03 | 60.9 | 111.3 | 94.4 | |
| ROMPFine-tuning=none2026.04 | 66.5 | — | 91 | |
| Zhang et al.2024.03 | 72.2 | — | — | |
| OCHMRFine-tuning=none2026.04 | 75.2 | 145.9 | 112.2 |