Pose dependent clothing deformation prediction on blazerlong prototypical garment types (test)
1.07Chamfer-L2 DistanceSCALE (full model)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCALE (full model)2021.04 | 1.07 | 1.22 | 0.009 | |
| SCALE (w/o uk)global_descriptor=none2021.04 | 1.08 | 1.22 | — | |
| SCALE (w/o Normal pred.)normal_prediction=false2021.04 | 1.08 | — | — | |
| global z + AN + Arti.articulation=true2021.04 | 1.32 | 1.46 | — | |
| NASA2021.04 | 1.37 | 1.29 | 12 | |
| global z + PCN + Arti.articulation=true2021.04 | 1.43 | 1.59 | — | |
| pose param θ + PCN + Arti.articulation=true, latent_source=pose_parameters2021.04 | 1.46 | 1.61 | — | |
| SCALE (UNet -> PointNet, with uk)backbone=PointNet2021.04 | 1.46 | 1.34 | — | |
| SCALE (w/o Arti. Tk)articulation=none2021.04 | 1.92 | 1.7 | — | |
| SCALE (UNet -> PointNet, w/o uk)backbone=PointNet, global_descriptor=none2021.04 | 1.92 | 1.69 | — | |
| CAPE2021.04 | 1.96 | 1.28 | 0.013 | |
| global z + ANarticulation=false2021.04 | 6.2 | 1.7 | — |