| 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 | 0.690 |
| Precision | 0.970 | Precision | 0.550 |
| Recall | 0.950 | Recall | 0.920 |
| Body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 59.600 | MPJPE | 72.500 |
| MVE | 61.200 | MVE | 74.800 |
| NMJE | 62.100 | NMJE | 105.100 |
| NMVE | 63.800 | NMVE | 108.400 |
| Face | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 31.700 | MPJPE | 30.000 |
| MVE | 30.300 | MVE | 30.800 |
| Full body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 95.500 | MPJPE | 104.600 |
| MVE | 98.300 | MVE | 109.000 |
| NMJE | 99.500 | NMJE | 109.000 |
| NMVE | 102.400 | NMVE | 113.500 |
| Hands | |||
|---|---|---|---|
| Full set | Kid | ||
| left hand MPJPE | 37.900 | left hand MPJPE | 31.300 |
| left hand MVE | 40.400 | left hand MVE | 34.000 |
| right hand MPJPE | 38.200 | right hand MPJPE | 35.000 |
| right hand MVE | 40.700 | right hand MVE | 37.700 |