3D Whole-Body Mesh Recovery on EHF
61.5PA-MPJPE (MPJPE-14)PIXIE
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PIXIEType=Regression, model=SMPL-X, Time (s)=0.08-0.102021.05 | 61.5 | 55 | 53 | 11.2 | 11 | 4.6 | 67.6 | 75.8 | 25.6 | 27 | 14.2 | 11.7 | 11.4 | 29.9 | 18.4 | |
| FrankMocapType=Regression, model=SMPL-X, Time (s)=0.082021.05 | 62.3 | 57.5 | 52.7 | 12.8 | 12.4 | — | 76.9 | 80.1 | 32.1 | 31.9 | — | 13.2 | 12.6 | 31.6 | 19.2 | |
| ExPoseType=Regression, model=SMPL-X, Time (s)=0.162021.05 | 62.8 | 54.5 | 52.6 | 13.1 | 12.5 | 4.8 | 65.7 | 76.8 | 31.2 | 32.4 | 15.9 | 13.5 | 12.7 | 28.9 | 18 | |
| SMPLify-X'Type=Optimization, model=SMPL-X, Time (s)=40-60, Note=Uses ground-truth focal length2021.05 | 73.5 | 52.9 | 56.37 | 11.4 | 12.6 | 4.4 | 79.5 | 92.3 | 21.3 | 22.1 | 10.9 | 12.9 | 13.2 | 28.9 | 18.1 | |
| SMPLify-XType=Optimization, model=SMPL-X, Time (s)=40-602021.05 | 87.6 | 65.3 | 75.4 | 11.6 | 12.9 | 4.9 | 93 | 116.1 | 23.8 | 24.9 | 11.5 | 12.2 | 13.5 | 36.8 | 23 | |
| SPINType=Regression, model=SMPL, Time (s)=0.012021.05 | 102.9 | — | 60.6 | — | — | — | — | 96.8 | — | — | — | — | — | 40.8 | 28.7 | |
| MTCType=Optimization, model=Adam, Time (s)=202021.05 | 107.8 | — | — | — | — | — | — | — | — | — | — | 16.3 | 17 | 41.3 | 29 |