| 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 | 0.940 | F1 Score | 0.770 |
| Precision | 0.980 | Precision | 0.700 |
| Recall | 0.900 | Recall | 0.850 |
| Body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 57.100 | MPJPE | 67.400 |
| MVE | 57.600 | MVE | 68.700 |
| NMJE | 60.700 | NMJE | 87.500 |
| NMVE | 61.300 | NMVE | 89.200 |
| Face | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 25.700 | MPJPE | 26.100 |
| MVE | 24.600 | MVE | 24.900 |
| Full body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 90.200 | MPJPE | 97.300 |
| MVE | 91.900 | MVE | 99.800 |
| NMJE | 96.000 | NMJE | 103.500 |
| NMVE | 97.800 | NMVE | 106.200 |
| Hands | |||
|---|---|---|---|
| Full set | Kid | ||
| left hand MPJPE | 36.400 | left hand MPJPE | 31.200 |
| left hand MVE | 38.700 | left hand MVE | 33.700 |
| right hand MPJPE | 37.300 | right hand MPJPE | 32.400 |
| right hand MVE | 39.600 | right hand MVE | 34.800 |