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Point Cloud Upsampling on PU-GAN high-level random noise r=0.05 4x upsampling (test)
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0.998
Chamfer Distance (CD)
PUDM
0.97832
1.11116
1.244
1.37684
Dec 3, 2023
Chamfer Distance (CD)
Hausdorff Distance (HD)
Point-to-Face Distance (P2F)
Updated 4d ago
Evaluation Results
Method
Method
Links
Chamfer Distance (CD)
Hausdorff Distance (HD)
Point-to-Face Distance (P2F)
PUDM
Upsampling Scale=4x
2023.12
0.998
6.11
17.558
Dis-PU
Upsampling Scale=4x
2023.12
1.006
6.856
17.873
PU-EVA
Upsampling Scale=4x
2023.12
1.024
7.534
18.179
PU-GAN
Upsampling Scale=4x
2023.12
1.034
7.757
18.617
PU-GCN
Upsampling Scale=4x
2023.12
1.045
9.643
18.899
NePS
Upsampling Scale=4x
2023.12
1.048
7.345
18.054
Grad-PU
Upsampling Scale=4x
2023.12
1.067
6.634
17.734
MPU
Upsampling Scale=4x
2023.12
1.224
10.842
20.456
PU-Net
Upsampling Scale=4x
2023.12
1.49
14.473
23.223
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