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 3D Wholebody Mesh Recovery |
Publication venue | AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation |
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 | 76.800 | MPJPE | 152.000 |
MVE | 78.500 | MVE | 150.800 |
NMJE | 80.000 | NMJE | 220.300 |
NMVE | 81.800 | NMVE | 218.600 |
Face | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 37.600 | MPJPE | 43.300 |
MVE | 36.100 | MVE | 49.000 |
Full body | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 118.500 | MPJPE | 200.300 |
MVE | 121.300 | MVE | 202.900 |
NMJE | 123.400 | NMJE | 208.600 |
NMVE | 126.400 | NMVE | 211.400 |
Hands | |||
---|---|---|---|
Full set | Kid | ||
left hand MPJPE | 43.500 | left hand MPJPE | 49.500 |
left hand MVE | 45.900 | left hand MVE | 52.200 |
right hand MPJPE | 44.000 | right hand MPJPE | 52.100 |
right hand MVE | 46.300 | right hand MVE | 55.200 |