| Authors | Hongwen Zhang, Yating Tian, Yuxiang Zhang, Mengcheng Li, Liang An, Zhenan Sun, Yebin Liu |
| Paper title | PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images |
| Publication venue | IEEE TPAMI |
| URL | https://www.liuyebin.com/pymaf-x |
| Additional Information | an eXpressive version of PyMAF [ICCV'21, https://arxiv.org/abs/2103.16507 ] for monocular human/hand/face/full-body mesh recovery |
| Full set | Kid | ||
|---|---|---|---|
| F1 Score | 0.890 | F1 Score | 0.420 |
| Precision | 0.900 | Precision | 0.270 |
| Recall | 0.890 | Recall | 0.920 |
| Body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 83.200 | MPJPE | 145.200 |
| MVE | 84.000 | MVE | 146.700 |
| NMJE | 93.500 | NMJE | 345.700 |
| NMVE | 94.400 | NMVE | 349.300 |
| Face | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 37.900 | MPJPE | 54.900 |
| MVE | 35.000 | MVE | 52.400 |
| Full body | |||
|---|---|---|---|
| Full set | Kid | ||
| MPJPE | 124.600 | MPJPE | 194.900 |
| MVE | 125.700 | MVE | 196.500 |
| NMJE | 140.000 | NMJE | 219.000 |
| NMVE | 141.200 | NMVE | 220.800 |
| Hands | |||
|---|---|---|---|
| Full set | Kid | ||
| left hand MPJPE | 42.500 | left hand MPJPE | 46.200 |
| left hand MVE | 44.600 | left hand MVE | 47.600 |
| right hand MPJPE | 43.700 | right hand MPJPE | 47.900 |
| right hand MVE | 45.600 | right hand MVE | 49.300 |