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Benchmarks
Point Cloud Denoising on PUNet Uniform noise, 50K Points, 1% noise level
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3.63
Chamfer Distance (CD)
PD-Refiner
3.4816
4.4833
5.485
6.4867
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
3.63
0.12
PD-LTS
Type=Sup.
2026.05
3.69
0.15
SIMPC
Type=Unsup.
2026.05
4.1
0.32
StraightPCF
Type=Sup.
2026.05
4.21
0.51
Score-U
Type=Unsup.
2026.05
6
0.8
Noise2Score3D
Type=Unsup.
2026.05
7.34
1.78
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