Pose dependent clothing deformation prediction on shortlong prototypical garment types (test)
0.0001Chamfer-L2 Distance (m^2)SCALE (full model)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCALE (full model)2021.04 | 0.0001 | 0.112 | 0.009 | |
| SCALE (w/o uk)global_descriptor=none2021.04 | 0.0001 | 0.112 | — | |
| NASA2021.04 | 0.0001 | 0.117 | 12 | |
| global z + AN + Arti.articulation=true2021.04 | 0.0001 | 0.123 | — | |
| SCALE (w/o Normal pred.)normal_prediction=false2021.04 | 0.0001 | — | — | |
| SCALE (UNet -> PointNet, with uk)backbone=PointNet2021.04 | 0.0001 | 0.116 | — | |
| pose param θ + PCN + Arti.articulation=true, latent_source=pose_parameters2021.04 | 0.0001 | 0.139 | — | |
| global z + PCN + Arti.articulation=true2021.04 | 0.0001 | 0.14 | — | |
| CAPE2021.04 | 0.0001 | 0.115 | 0.013 | |
| SCALE (UNet -> PointNet, w/o uk)backbone=PointNet, global_descriptor=none2021.04 | 0.0001 | 0.152 | — | |
| SCALE (w/o Arti. Tk)articulation=none2021.04 | 0.0001 | 0.153 | — | |
| global z + ANarticulation=false2021.04 | 0.0002 | 0.186 | — |