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Point Cloud Denoising on Bunny (10% Random + 3% Dense Noise)
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98.88
Precision
Adaptive Dual-Weighted Gravitational Point Cloud Denoising Method
64.1336
73.1543
82.175
91.1957
Dec 11, 2025
Precision
Recall
F1 Score
PSNR (dB)
Chamfer Distance (mm^2)
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
PSNR (dB)
Chamfer Distance (mm^2)
Adaptive Dual-Weighted Gravitational Point Cloud Denoising Method
Runtime/s=0.089
2025.12
98.88
86.37
92.2
63.7283
4.1901
Local Density and Global Statistic
Runtime/s=0.142
2025.12
98.78
82.16
89.71
62.8939
4.7901
Gravitational function
Runtime/s=5.61
2025.12
90.21
82.01
85.91
60.1001
4.7814
Non-iterative
Runtime/s=0.696
2025.12
65.47
81.63
72.66
41.8742
15.1209
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