3D Human Shape and Pose Estimation on 3DPW
47.9MPJPE-PAMesh Transformer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Mesh TransformerPaired ground-truth 3D labels and images during training=true2021.08 | 47.9 | — | |
| 3DCrowdNetPaired ground-truth 3D labels and images during training=true2021.08 | 52.2 | — | |
| ROMPPaired ground-truth 3D labels and images during training=true2021.08 | 54.9 | — | |
| I2L-MeshNetPaired ground-truth 3D labels and images during training=true2021.08 | 57.7 | — | |
| LASORPaired ground-truth 3D labels and images during training=false2021.08 | 57.9 | — | |
| Pose2MeshPaired ground-truth 3D labels and images during training=false2021.08 | 58.3 | — | |
| RSC-NetResolution=1762020.07 | 58.98 | 96.36 | |
| SPINPaired ground-truth 3D labels and images during training=true2021.08 | 59.2 | — | |
| RSC-NetResolution=962020.07 | 59.34 | 97.36 | |
| FeatENResolution=1762020.07 | 61.37 | 107.97 | |
| RSC-NetResolution=522020.07 | 61.81 | 103.49 | |
| FeatENResolution=962020.07 | 62.13 | 109.42 | |
| ImgSRResolution=1762020.07 | 66.62 | 116.47 | |
| FeatENResolution=522020.07 | 66.62 | 119.08 | |
| STRAPSPaired ground-truth 3D labels and images during training=false2021.08 | 66.8 | — | |
| ImgSRResolution=962020.07 | 67.48 | 117.74 | |
| RSC-NetResolution=322020.07 | 67.59 | 117.12 | |
| SPINResolution=1762020.07 | 69.2 | 112.72 | |
| SPINResolution=962020.07 | 69.4 | 113.6 | |
| HMRResolution=1762020.07 | 70.28 | 117.86 | |
| HMRResolution=962020.07 | 70.89 | 118.91 | |
| OOHPaired ground-truth 3D labels and images during training=true2021.08 | 72.2 | — | |
| SPINResolution=522020.07 | 72.21 | 120.71 | |
| ImgSRResolution=522020.07 | 72.34 | 127.78 | |
| HMRResolution=522020.07 | 73.64 | 125.95 | |
| HMRPaired ground-truth 3D labels and images during training=true2021.08 | 76.7 | — | |
| FeatENResolution=322020.07 | 77.21 | 143.51 | |
| SPINResolution=322020.07 | 78.44 | 137.61 | |
| HMRResolution=322020.07 | 79.73 | 142.29 | |
| ImgSRResolution=322020.07 | 81.07 | 146.58 |