3D Human Pose and Mesh Recovery on 3DPW
40.2PA-MPJPEMulti-HMR 2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi-HMR 22026.06 | 40.2 | 68.2 | 80.1 | |
| Multi-HMR w. Anny2026.06 | 41.8 | 71.5 | 83.2 | |
| PSVTFrame=9, Type=MP2023.03 | 43.5 | 73.1 | 84 | |
| HybrIK*Year=CVPR 2021, Params (M)=27.6, MACs (G)=12.7, Backbone=ResNet34, Camera=predicted2022.05 | 45.2 | 75.3 | 87.9 | |
| BoPRBackbone=HR-W482023.03 | 45.3 | 72 | 86.5 | |
| MeshGraphormerYear=ICCV 2021, Params (M)=226.5, MACs (G)=56.62022.05 | 45.6 | 74.7 | 87.7 | |
| PSVTFrame=1, Type=MP2023.03 | 45.7 | 75.5 | 84.9 | |
| MAED*Frame=16, Type=SP2023.03 | 45.7 | 79.1 | 92.6 | |
| BoPRBackbone=HR-W322023.03 | 45.9 | 76.1 | 90.9 | |
| FeatERParams (M)=11.4, MACs (G)=8.82022.05 | 45.9 | 73.4 | 86.9 | |
| PARE*Frame=1, Type=SP2023.03 | 46.5 | 74.5 | 88.6 | |
| BEVFrame=1, Type=MP2023.03 | 46.9 | 78.5 | 92.3 | |
| BEV2026.06 | 46.9 | 78.5 | 92.3 | |
| ROMPFrame=1, Type=MP2023.03 | 47.3 | 76.7 | 93.4 | |
| METRO*Frame=1, Type=SP2023.03 | 47.9 | 77.1 | 88.2 | |
| METROYear=CVPR 2021, Params (M)=229.2, MACs (G)=56.62022.05 | 47.9 | 77.1 | 88.2 | |
| FastMETROYear=ECCV 2022, Params (M)=48.5, MACs (G)=15.82022.05 | 48.3 | 77.9 | 90.6 | |
| HybrIKFrame=1, Type=SP2023.03 | 48.8 | 80 | 94.5 | |
| HybrIK2023.03 | 48.8 | 80 | 94.5 | |
| TCFormerYear=CVPR 20222022.05 | 49.3 | 80.6 | — | |
| PARE2023.03 | 50.9 | 82 | 97.9 | |
| GLAMR*Frame=75, Type=SP2023.03 | 51.1 | — | — | |
| DSRYear=ICCV 20212022.05 | 51.7 | 85.7 | 99.5 | |
| VIBE+DmFrame=16, Type=SP2023.03 | 51.9 | 82.9 | 99.1 | |
| VIBEYear=CVPR 2020, Video-based=true2022.05 | 51.9 | 82.9 | 99.1 | |
| MPS-Net*Frame=16, Type=SP2023.03 | 52.1 | 84.3 | 99.7 | |
| HMR-EFT2023.03 | 52.2 | 85.1 | 118.5 | |
| TCMRFrame=16, Type=SP2023.03 | 52.7 | 86.5 | 102.9 | |
| MEVAFrame=90, Type=SP2023.03 | 54.7 | 86.9 | — | |
| MEVA2023.03 | 54.7 | 86.9 | — | |
| TCMRYear=CVPR 2021, Video-based=true2022.05 | 55.8 | 95 | 111.5 | |
| VIBE2023.03 | 56.5 | 93.5 | 113.4 | |
| VIBEFrame=16, Type=SP2023.03 | 56.9 | 90.2 | 109.5 | |
| I2LMeshNetYear=ECCV 2020, Params (M)=140.5, MACs (G)=36.62022.05 | 57.7 | 93.2 | — | |
| I2L-MeshNet2023.03 | 58.6 | 93.2 | — | |
| PyMAFFrame=1, Type=SP2023.03 | 58.9 | 92.8 | 110.1 | |
| Pose2Mesh2023.03 | 58.9 | 89.2 | — | |
| PyMAFYear=ICCV 2021, Params (M)=45.2, MACs (G)=10.62022.05 | 58.9 | 92.8 | 110.1 | |
| SPIN2023.03 | 59.2 | 96.9 | 116.4 | |
| SPINYear=ICCV 20192022.05 | 59.2 | 96.9 | 116.4 | |
| ProHMRYear=ICCV 20212022.05 | 59.8 | — | — | |
| ROMP2023.03 | 60.5 | 82.7 | — | |
| HMMRFrame=20, Type=SP2023.03 | 72.6 | 116.5 | 139.3 |