Pose dependent clothing deformation prediction on skirt prototypical garment types (test)
2.69Chamfer-L2 ($10^{-4} m^2$)SCALE (full model)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCALE (full model)2021.04 | 2.69 | 0.94 | 0.009 | |
| SCALE (w/o Arti. Tk)articulation=none2021.04 | 2.71 | 0.96 | — | |
| SCALE (w/o uk)global_descriptor=none2021.04 | 2.71 | 0.94 | — | |
| SCALE (UNet -> PointNet, with uk)backbone=PointNet2021.04 | 2.72 | 0.95 | — | |
| SCALE (w/o Normal pred.)normal_prediction=false2021.04 | 2.72 | — | — | |
| pose param θ + PCN + Arti.articulation=true, latent_source=pose_parameters2021.04 | 2.9 | 1.33 | — | |
| global z + AN + Arti.articulation=true2021.04 | 2.95 | 1.2 | — | |
| SCALE (UNet -> PointNet, w/o uk)backbone=PointNet, global_descriptor=none2021.04 | 3.06 | 1.39 | — | |
| global z + PCN + Arti.articulation=true2021.04 | 3.07 | 1.32 | — | |
| global z + ANarticulation=false2021.04 | 4.59 | 2.46 | — |