Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Pose dependent clothing deformation prediction on skirt prototypical garment types (test)
Loading...
2.69
Chamfer-L2 ($10^{-4} m^2$)
SCALE (full model)
2.614
3.127
3.64
4.153
Apr 15, 2021
Chamfer-L2 ($10^{-4} m^2$)
Normal Diff. ($10^{-1}$)
Inference Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Chamfer-L2 ($10^{-4} m^2$)
Normal Diff. ($10^{-1}$)
Inference Time (s)
SCALE (full model)
2021.04
2.69
0.94
0.009
SCALE (w/o Arti. Tk)
articulation=none
2021.04
2.71
0.96
-
SCALE (w/o uk)
global_descriptor=none
2021.04
2.71
0.94
-
SCALE (UNet -> PointNet, with uk)
backbone=PointNet
2021.04
2.72
0.95
-
SCALE (w/o Normal pred.)
normal_prediction=false
2021.04
2.72
-
-
pose param θ + PCN + Arti.
articulation=true, lat...
2021.04
2.9
1.33
-
global z + AN + Arti.
articulation=true
2021.04
2.95
1.2
-
SCALE (UNet -> PointNet, w/o uk)
backbone=PointNet, glo...
2021.04
3.06
1.39
-
global z + PCN + Arti.
articulation=true
2021.04
3.07
1.32
-
global z + AN
articulation=false
2021.04
4.59
2.46
-
Feedback
Search any
task
Search any
task