Human Mesh Reconstruction on MPI-INF-3DHP (test)
68.3MPJPEHMRMamba-L
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HMRMamba-LMamba block depth=52026.01 | 68.3 | 50.2 | — | — | — | 7.1 | |
| HMRMamba-SMamba block depth=32026.01 | 70.1 | 51.7 | — | — | — | 7.2 | |
| ARTSBackbone=ResNet-502024.10 | 71.8 | 53 | — | — | 7.4 | — | |
| ARTS2026.01 | 71.8 | 53 | — | — | — | 7.4 | |
| PMCEBackbone=ResNet-502024.10 | 79.7 | 54.5 | — | — | 7.1 | — | |
| PMCE2026.01 | 79.7 | 54.5 | — | — | — | 7.1 | |
| MEADBackbone=ViT2024.10 | 83.6 | 56.2 | — | — | — | — | |
| MEAD2026.01 | 83.6 | 56.2 | — | — | — | — | |
| GLOTBackbone=ResNet-502024.10 | 93.9 | 61.5 | — | — | 7.9 | — | |
| GLoT2026.01 | 93.9 | 61.5 | — | — | — | 7.9 | |
| UNSPATBackbone=ResNet-502024.10 | 94.4 | 60.4 | — | — | 9.2 | — | |
| UNSPAT2026.01 | 94.4 | 60.4 | — | — | — | 9.2 | |
| LMRData Modality=Video-based2021.07 | 94.6 | — | — | 62.4 | — | — | |
| Bi-CFBackbone=ResNet-502024.10 | 95.5 | 62.7 | — | — | 7.7 | — | |
| Bi-CF2026.01 | 95.5 | 62.7 | — | — | — | 7.7 | |
| Kocabas et al. (VIBE)Data Modality=Video-based2021.07 | 96.6 | — | — | 64.6 | — | — | |
| MPS-NetBackbone=ResNet-502024.10 | 96.7 | 62.8 | — | — | 9.6 | — | |
| MPS-Net2026.01 | 96.7 | 62.8 | — | — | — | 9.6 | |
| TCMRBackbone=ResNet-502024.10 | 97.3 | 63.5 | — | — | 8.5 | — | |
| TCMR2026.01 | 97.3 | 63.5 | — | — | — | 8.5 | |
| ZhangBackbone=ResNet-502024.10 | 98.2 | 62.5 | — | — | 8.6 | — | |
| Zhang2026.01 | 98.2 | 62.5 | — | — | — | 8.6 | |
| HKMR - OMR2021.07 | 100.1 | — | — | — | — | — | |
| SPIN - OMR2021.07 | 100.9 | — | — | — | — | — | |
| VIBEBackbone=ResNet-502024.10 | 103.9 | 68.9 | — | — | 27.3 | — | |
| SPIN2021.07 | 105.2 | — | — | — | — | — | |
| Kolotouros et al.Data Modality=Extra-fitting2021.07 | 105.2 | — | — | 67.5 | — | — | |
| HKMR2021.07 | 108.9 | — | — | — | — | — | |
| BOAtrained on 3DHP-Dtrain=false2021.03 | 117.6 | 77.4 | 90.3 | — | — | — | |
| Mehta et al.2021.07 | 117.6 | — | — | — | — | — | |
| HMR2021.07 | 124.2 | — | — | — | — | — | |
| Kanazawa et al.Data Modality=Image-based2021.07 | 124.2 | — | — | 89.8 | — | — | |
| Vnecttrained on 3DHP-Dtrain=true2021.03 | 124.7 | 98 | 83.9 | — | — | — | |
| VNect2021.07 | 124.7 | — | — | — | — | — | |
| SPINtrained on 3DHP-Dtrain=true2021.03 | 124.8 | 80.4 | 87 | — | — | — | |
| HMRtrained on 3DHP-Dtrain=true2021.03 | 169.5 | 113.2 | 77.1 | — | — | — |