Method

Model

PVE-T-SC

mIOU

HMR [27]
SPIN [33]
STRAPS [51]
Sengupta et al. [52]
SHAPY (ours)

SMPL
SMPL
SMPL
SMPL
SMPL-X

22.9
22.2
15.9
13.6
19.2

0.69
0.70
0.80
-
-

Table 5. Evaluation on the SSP-3D test set [51]. We report the
scaled mean vertex-to-vertex error in T-pose [51], and mIOU.
Accurate 3D Body Shape Regression using Metric and Semantic Attributes