| Authors | Qingping Sun, Yanjun Wang, Ailing Zeng, Wanqi Yin, Chen Wei, Wenjia Wang, Haiyi Mei, Chi Sing Leung, Ziwei Liu, Lei Yang, Zhongang Cai |
| Paper title | AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation |
| Publication venue | CVPR |
| URL | https://arxiv.org/abs/2403.17934 |
| Additional Information | not provided |
| Full set | Kid | ||
|---|---|---|---|
| F1 Score | 0.960 | F1 Score | 0.670 |
| Precision | 0.970 | Precision | 0.530 |
| Recall | 0.950 | Recall | 0.920 |
| Body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 60.100 | MPJPE | 70.500 |
| MVE | 61.000 | MVE | 72.300 |
| NMJE | 62.600 | NMJE | 105.200 |
| NMVE | 63.500 | NMVE | 107.900 |
| Face | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 29.200 | MPJPE | 30.400 |
| MVE | 27.700 | MVE | 28.800 |
| Full body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 96.800 | MPJPE | 104.600 |
| MVE | 98.900 | MVE | 107.600 |
| NMJE | 100.800 | NMJE | 109.000 |
| NMVE | 103.000 | NMVE | 112.100 |
| Hands | |||
|---|---|---|---|
| Full set | Kid | ||
| left hand MPJPE | 40.100 | left hand MPJPE | 34.900 |
| left hand MVE | 42.500 | left hand MVE | 37.500 |
| right hand MPJPE | 40.900 | right hand MPJPE | 37.100 |
| right hand MVE | 43.400 | right hand MVE | 39.600 |