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Benchmarks
Point Cloud Denoising on Stanford Bunny 10% random noise
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99.73
Precision
Gravitational function
59.5964
70.0157
80.435
90.8543
Dec 11, 2025
Precision
Recall
F1 Score
PSNR
Chamfer Distance (CD)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
PSNR
Chamfer Distance (CD)
Gravitational function
Runtime/s=0.31
2025.12
99.73
95.29
97.46
70.9044
1.9727
Adaptive Dual-Weighted Gravitational Point Cloud Denoising Method
Runtime/s=0.075
2025.12
99.69
99.52
99.6
73.8966
0.1901
Local Density and Global Statistic
Runtime/s=0.144
2025.12
99.57
99.49
99.53
72.3195
0.2131
Non-iterative
Runtime/s=0.697
2025.12
61.14
99.49
75.74
36.7687
13.146
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