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ResearchFormerly WizWand

Point Cloud Filtering on PCNet (test)

0.877CDStraightPCF
0.331084.016047.70111.38596May 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
StraightPCFResolution=50K (Dense), Noise=1%2024.050.8770.144
IterativePFNResolution=50K (Dense), Noise=1%2024.050.9130.139
PDFlowResolution=50K (Dense), Noise=1%2024.050.9690.152
DeepPSRResolution=50K (Dense), Noise=1%2024.051.010.146
PointFilterResolution=50K (Dense), Noise=1%2024.051.0530.186
ScoreResolution=50K (Dense), Noise=1%2024.051.0660.177
StraightPCFResolution=50K (Dense), Noise=2%2024.051.1730.259
IterativePFNResolution=50K (Dense), Noise=2%2024.051.2510.238
PCNResolution=50K (Dense), Noise=1%2024.051.2930.289
PointFilterResolution=50K (Dense), Noise=2%2024.051.3490.257
DeepPSRResolution=50K (Dense), Noise=2%2024.051.5150.34
PDFlowResolution=50K (Dense), Noise=2%2024.051.6460.424
ScoreResolution=50K (Dense), Noise=2%2024.051.6590.354
StraightPCFResolution=50K (Dense), Noise=3%2024.051.8160.445
PCNResolution=50K (Dense), Noise=2%2024.051.9130.505
DeepPSRResolution=50K (Dense), Noise=3%2024.052.0930.573
PointFilterResolution=50K (Dense), Noise=3%2024.052.2250.491
PDFlowResolution=50K (Dense), Noise=3%2024.052.450.569
ScoreResolution=50K (Dense), Noise=3%2024.052.4940.657
IterativePFNResolution=50K (Dense), Noise=3%2024.052.5290.716
IterativePFNResolution=10K (Sparse), Noise=1%2024.052.6210.698
StraightPCFResolution=10K (Sparse), Noise=1%2024.052.7470.536
DeepPSRResolution=10K (Sparse), Noise=1%2024.052.8730.783
PointFilterResolution=10K (Sparse), Noise=1%2024.053.0190.886
PDFlowResolution=10K (Sparse), Noise=1%2024.053.2430.606
PCNResolution=50K (Dense), Noise=3%2024.053.2491.076
ScoreResolution=10K (Sparse), Noise=1%2024.053.3690.83
PCNResolution=10K (Sparse), Noise=1%2024.053.8471.221
StraightPCFResolution=10K (Sparse), Noise=2%2024.054.0460.788
IterativePFNResolution=10K (Sparse), Noise=2%2024.054.4391.011
PDFlowResolution=10K (Sparse), Noise=2%2024.054.5450.966
DeepPSRResolution=10K (Sparse), Noise=2%2024.054.7571.118
PointFilterResolution=10K (Sparse), Noise=2%2024.054.8851.275
StraightPCFResolution=10K (Sparse), Noise=3%2024.054.9211.093
ScoreResolution=10K (Sparse), Noise=2%2024.055.1321.195
PDFlowResolution=10K (Sparse), Noise=3%2024.055.9341.441
IterativePFNResolution=10K (Sparse), Noise=3%2024.056.0261.56
DeepPSRResolution=10K (Sparse), Noise=3%2024.056.0311.619
ScoreResolution=10K (Sparse), Noise=3%2024.056.7761.941
PointFilterResolution=10K (Sparse), Noise=3%2024.057.0622.032
PCNResolution=10K (Sparse), Noise=2%2024.058.7523.043
PCNResolution=10K (Sparse), Noise=3%2024.0514.5255.873