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Point Cloud Denoising on Bunny Point Cloud 5% random noise
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99.47
Precision
Adaptive Dual-Weighted Gravitational Point Cloud Denoising Method
45.0676
59.1913
73.315
87.4387
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=0.126
2025.12
99.47
99.47
99.47
81.3965
0.0267
Gravitational function
Runtime/s=0.316
2025.12
99.43
98.17
98.8
73.8629
0.161
Local Density and Global Statistical
Runtime/s=0.137
2025.12
98.88
98.88
98.88
74.7945
0.226
Non-iterative
Runtime/s=0.63
2025.12
47.16
99.13
63.91
37.5118
11.1014
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