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ResearchFormerly WizWand

Unoriented Normal Estimation on PCPNet (test)

4.45RMSEGraphFit
3.52089.792916.06522.3371Jul 23, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GraphFitAugmentation=w/o Noise2022.074.45
AdaFitAugmentation=w/o Noise2022.075.19
GraphFitAugmentation=Gradient2022.075.22
GraphFitAugmentation=Striped2022.075.48
AdaFitAugmentation=Gradient2022.075.9
AdaFitAugmentation=Striped2022.076.01
DeepFitAugmentation=w/o Noise2022.076.51
IterNetAugmentation=w/o Noise2022.076.72
Nesti-NetAugmentation=w/o Noise2022.076.99
DeepFitAugmentation=Gradient2022.077.31
IterNetAugmentation=Striped2022.077.51
IterNetAugmentation=Gradient2022.077.73
DeepFitAugmentation=Striped2022.077.92
Nesti-NetAugmentation=Striped2022.078.47
GraphFitAugmentation=σ = 0.125%2022.078.74
Nesti-NetAugmentation=Gradient2022.079
AdaFitAugmentation=σ = 0.125%2022.079.05
DeepFitAugmentation=σ = 0.125%2022.079.21
PCPNetAugmentation=w/o Noise2022.079.62
IterNetAugmentation=σ = 0.125%2022.079.95
Nesti-NetAugmentation=σ = 0.125%2022.0710.11
GraphFitAugmentation=Average2022.0710.26
AdaFitAugmentation=Average2022.0710.76
PCPNetAugmentation=Striped2022.0711.16
PCPNetAugmentation=σ = 0.125%2022.0711.37
PCPNetAugmentation=Gradient2022.0711.7
DeepFitAugmentation=Average2022.0711.8
IterNetAugmentation=Average2022.0711.84
JetAugmentation=w/o Noise2022.0712.25
PCAAugmentation=w/o Noise2022.0712.29
Nesti-NetAugmentation=Average2022.0712.41
PCAAugmentation=Gradient2022.0712.81
JetAugmentation=σ = 0.125%2022.0712.84
PCAAugmentation=σ = 0.125%2022.0712.87
JetAugmentation=Gradient2022.0713.13
JetAugmentation=Striped2022.0713.39
PCAAugmentation=Striped2022.0713.66
PCPNetAugmentation=Average2022.0714.34
GraphFitAugmentation=σ = 0.6%2022.0716.05
PCAAugmentation=Average2022.0716.25
JetAugmentation=Average2022.0716.29
AdaFitAugmentation=σ = 0.6%2022.0716.44
DeepFitAugmentation=σ = 0.6%2022.0716.72
IterNetAugmentation=σ = 0.6%2022.0717.18
Nesti-NetAugmentation=σ = 0.6%2022.0717.63
JetAugmentation=σ = 0.6%2022.0718.33
PCAAugmentation=σ = 0.6%2022.0718.38
PCPNetAugmentation=σ = 0.6%2022.0718.87
GraphFitAugmentation=σ = 1.2%2022.0721.64
AdaFitAugmentation=σ = 1.2%2022.0721.94
IterNetAugmentation=σ = 1.2%2022.0721.96
Nesti-NetAugmentation=σ = 1.2%2022.0722.28
DeepFitAugmentation=σ = 1.2%2022.0723.12
PCPNetAugmentation=σ = 1.2%2022.0723.28
PCAAugmentation=σ = 1.2%2022.0727.5
JetAugmentation=σ = 1.2%2022.0727.68