Unoriented Normal Estimation on PCPNet (test)
4.45RMSEGraphFit
Evaluation Results
| Method | Links | |
|---|---|---|
| GraphFitAugmentation=w/o Noise2022.07 | 4.45 | |
| AdaFitAugmentation=w/o Noise2022.07 | 5.19 | |
| GraphFitAugmentation=Gradient2022.07 | 5.22 | |
| GraphFitAugmentation=Striped2022.07 | 5.48 | |
| AdaFitAugmentation=Gradient2022.07 | 5.9 | |
| AdaFitAugmentation=Striped2022.07 | 6.01 | |
| DeepFitAugmentation=w/o Noise2022.07 | 6.51 | |
| IterNetAugmentation=w/o Noise2022.07 | 6.72 | |
| Nesti-NetAugmentation=w/o Noise2022.07 | 6.99 | |
| DeepFitAugmentation=Gradient2022.07 | 7.31 | |
| IterNetAugmentation=Striped2022.07 | 7.51 | |
| IterNetAugmentation=Gradient2022.07 | 7.73 | |
| DeepFitAugmentation=Striped2022.07 | 7.92 | |
| Nesti-NetAugmentation=Striped2022.07 | 8.47 | |
| GraphFitAugmentation=σ = 0.125%2022.07 | 8.74 | |
| Nesti-NetAugmentation=Gradient2022.07 | 9 | |
| AdaFitAugmentation=σ = 0.125%2022.07 | 9.05 | |
| DeepFitAugmentation=σ = 0.125%2022.07 | 9.21 | |
| PCPNetAugmentation=w/o Noise2022.07 | 9.62 | |
| IterNetAugmentation=σ = 0.125%2022.07 | 9.95 | |
| Nesti-NetAugmentation=σ = 0.125%2022.07 | 10.11 | |
| GraphFitAugmentation=Average2022.07 | 10.26 | |
| AdaFitAugmentation=Average2022.07 | 10.76 | |
| PCPNetAugmentation=Striped2022.07 | 11.16 | |
| PCPNetAugmentation=σ = 0.125%2022.07 | 11.37 | |
| PCPNetAugmentation=Gradient2022.07 | 11.7 | |
| DeepFitAugmentation=Average2022.07 | 11.8 | |
| IterNetAugmentation=Average2022.07 | 11.84 | |
| JetAugmentation=w/o Noise2022.07 | 12.25 | |
| PCAAugmentation=w/o Noise2022.07 | 12.29 | |
| Nesti-NetAugmentation=Average2022.07 | 12.41 | |
| PCAAugmentation=Gradient2022.07 | 12.81 | |
| JetAugmentation=σ = 0.125%2022.07 | 12.84 | |
| PCAAugmentation=σ = 0.125%2022.07 | 12.87 | |
| JetAugmentation=Gradient2022.07 | 13.13 | |
| JetAugmentation=Striped2022.07 | 13.39 | |
| PCAAugmentation=Striped2022.07 | 13.66 | |
| PCPNetAugmentation=Average2022.07 | 14.34 | |
| GraphFitAugmentation=σ = 0.6%2022.07 | 16.05 | |
| PCAAugmentation=Average2022.07 | 16.25 | |
| JetAugmentation=Average2022.07 | 16.29 | |
| AdaFitAugmentation=σ = 0.6%2022.07 | 16.44 | |
| DeepFitAugmentation=σ = 0.6%2022.07 | 16.72 | |
| IterNetAugmentation=σ = 0.6%2022.07 | 17.18 | |
| Nesti-NetAugmentation=σ = 0.6%2022.07 | 17.63 | |
| JetAugmentation=σ = 0.6%2022.07 | 18.33 | |
| PCAAugmentation=σ = 0.6%2022.07 | 18.38 | |
| PCPNetAugmentation=σ = 0.6%2022.07 | 18.87 | |
| GraphFitAugmentation=σ = 1.2%2022.07 | 21.64 | |
| AdaFitAugmentation=σ = 1.2%2022.07 | 21.94 | |
| IterNetAugmentation=σ = 1.2%2022.07 | 21.96 | |
| Nesti-NetAugmentation=σ = 1.2%2022.07 | 22.28 | |
| DeepFitAugmentation=σ = 1.2%2022.07 | 23.12 | |
| PCPNetAugmentation=σ = 1.2%2022.07 | 23.28 | |
| PCAAugmentation=σ = 1.2%2022.07 | 27.5 | |
| JetAugmentation=σ = 1.2%2022.07 | 27.68 |