| Authors | Jing Lin, Ailing Zeng, Haoqian Wang, Lei Zhang, Yu Li |
| Paper title | One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer |
| Publication venue | The IEEE/CVF Conference on Computer Vision and Pattern Recognition |
| URL | https://osx-ubody.github.io/ |
| Additional Information | OSX is the first one-stage whole-body mesh recovery method. We perform the reconstruction of the body, hand, and face in a one-stage pipeline with a Component-Aware Transformer. |
| Full set | Kid | ||
|---|---|---|---|
| F1 Score | 0.940 | F1 Score | 0.630 |
| Precision | 0.960 | Precision | 0.480 |
| Recall | 0.930 | Recall | 0.910 |
| Body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 78.300 | MPJPE | 153.500 |
| MVE | 80.200 | MVE | 152.200 |
| NMJE | 83.300 | NMJE | 243.700 |
| NMVE | 85.300 | NMVE | 241.600 |
| Face | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 37.900 | MPJPE | 44.700 |
| MVE | 36.200 | MVE | 49.800 |
| Full body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 119.900 | MPJPE | 202.700 |
| MVE | 122.800 | MVE | 205.000 |
| NMJE | 127.600 | NMJE | 215.600 |
| NMVE | 130.600 | NMVE | 218.100 |
| Hands | |||
|---|---|---|---|
| Full set | Kid | ||
| left hand MPJPE | 43.000 | left hand MPJPE | 49.900 |
| left hand MVE | 45.400 | left hand MVE | 52.500 |
| right hand MPJPE | 43.900 | right hand MPJPE | 53.000 |
| right hand MVE | 46.100 | right hand MVE | 56.200 |