Authors | Zhongang Cai, Wanqi Yin, Ailing Zeng, Chen Wei, Qingping Sun, Yanjun Wang, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, Chen Change Loy, Lei Yang, Ziwei Liu |
Paper title | SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation |
Publication venue | NeurIPS |
URL | https://arxiv.org/abs/2309.17448 |
Additional Information | not provided |
Full set | Kid | ||
---|---|---|---|
F1 Score | 0.930 | F1 Score | 0.620 |
Precision | 0.960 | Precision | 0.480 |
Recall | 0.900 | Recall | 0.880 |
Body | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 61.700 | MPJPE | 76.300 |
MVE | 63.500 | MVE | 78.600 |
NMJE | 66.300 | NMJE | 123.100 |
NMVE | 68.300 | NMVE | 126.800 |
Face | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 31.400 | MPJPE | 30.900 |
MVE | 29.900 | MVE | 31.400 |
Full body | |||
---|---|---|---|
Full set | Kid | ||
MPJPE | 96.800 | MPJPE | 108.700 |
MVE | 99.700 | MVE | 113.000 |
NMJE | 104.100 | NMJE | 116.900 |
NMVE | 107.200 | NMVE | 121.500 |
Hands | |||
---|---|---|---|
Full set | Kid | ||
left hand MPJPE | 36.700 | left hand MPJPE | 32.000 |
left hand MVE | 39.100 | left hand MVE | 34.600 |
right hand MPJPE | 37.200 | right hand MPJPE | 34.300 |
right hand MVE | 39.500 | right hand MVE | 37.100 |