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Point Cloud Denoising on PUNet Uniform noise, 50K Points, 3% noise level
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5.34
Chamfer Distance (CD)
PD-Refiner
4.8208
8.3254
11.83
15.3346
May 26, 2026
Chamfer Distance (CD)
Point-to-Mesh Error (P2M)
Updated 7d ago
Evaluation Results
Method
Method
Links
Chamfer Distance (CD)
Point-to-Mesh Error (P2M)
PD-Refiner
Type=Sup.
2026.05
5.34
0.89
PD-LTS
Type=Sup.
2026.05
5.82
1.27
StraightPCF
Type=Sup.
2026.05
6.97
2.4
SIMPC
Type=Unsup.
2026.05
7.06
1.92
Score-U
Type=Unsup.
2026.05
15.56
5.29
Noise2Score3D
Type=Unsup.
2026.05
18.32
9.21
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