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Point Cloud Denoising on PUNet Uniform noise 50K Points 2% noise level
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4.54
Chamfer Distance (CD)
PD-Refiner
4.2204
6.3777
8.535
10.6923
May 26, 2026
Chamfer Distance (CD)
Point-to-Mesh (P2M)
Updated 7d ago
Evaluation Results
Method
Method
Links
Chamfer Distance (CD)
Point-to-Mesh (P2M)
PD-Refiner
Type=Sup.
2026.05
4.54
0.37
PD-LTS
Type=Sup.
2026.05
4.59
0.44
SIMPC
Type=Unsup.
2026.05
5.56
0.86
StraightPCF
Type=Sup.
2026.05
5.66
1.37
Score-U
Type=Unsup.
2026.05
8.86
2.05
Noise2Score3D
Type=Unsup.
2026.05
12.53
4.87
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