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ResearchFormerly WizWand

Point Cloud Filtering on PCNet synthetic

0.578CDIterativePFN
0.410441.541472.67253.80353May 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
IterativePFNResolution=50K (Dense), Noise=1%2024.050.5780.089
DeepPSRResolution=50K (Dense), Noise=1%2024.050.6610.11
StraightPCFResolution=50K (Dense), Noise=1%2024.050.6780.103
ScoreResolution=50K (Dense), Noise=1%2024.050.7140.104
PDFlowResolution=50K (Dense), Noise=1%2024.050.7270.096
PointFilterResolution=50K (Dense), Noise=1%2024.050.7740.155
StraightPCFResolution=50K (Dense), Noise=2%2024.050.9060.175
IterativePFNResolution=50K (Dense), Noise=2%2024.050.9180.134
IterativePFNResolution=10K (Sparse), Noise=1%2024.050.9890.598
DeepPSRResolution=50K (Dense), Noise=2%2024.050.9910.157
ScoreResolution=50K (Dense), Noise=2%2024.051.0440.164
StraightPCFResolution=50K (Dense), Noise=3%2024.051.0580.24
PointFilterResolution=50K (Dense), Noise=2%2024.051.060.181
IterativePFNResolution=50K (Dense), Noise=3%2024.051.0740.186
PointFilterResolution=50K (Dense), Noise=3%2024.051.1820.21
PDFlowResolution=50K (Dense), Noise=2%2024.051.2450.329
DeepPSRResolution=50K (Dense), Noise=3%2024.051.3060.27
ScoreResolution=50K (Dense), Noise=3%2024.051.3420.308
PDFlowResolution=50K (Dense), Noise=3%2024.051.3740.361
StraightPCFResolution=10K (Sparse), Noise=1%2024.051.3990.477
PointFilterResolution=10K (Sparse), Noise=1%2024.051.4140.792
DeepPSRResolution=10K (Sparse), Noise=1%2024.051.610.954
ScoreResolution=10K (Sparse), Noise=1%2024.051.7890.692
PDFlowResolution=10K (Sparse), Noise=1%2024.052.0380.506
IterativePFNResolution=10K (Sparse), Noise=2%2024.052.4950.668
StraightPCFResolution=10K (Sparse), Noise=2%2024.052.9170.581
PointFilterResolution=10K (Sparse), Noise=2%2024.052.9260.853
DeepPSRResolution=10K (Sparse), Noise=2%2024.053.0651.014
PDFlowResolution=10K (Sparse), Noise=2%2024.053.1080.582
ScoreResolution=10K (Sparse), Noise=2%2024.053.2320.795
StraightPCFResolution=10K (Sparse), Noise=3%2024.053.6770.7
IterativePFNResolution=10K (Sparse), Noise=3%2024.053.7130.805
PDFlowResolution=10K (Sparse), Noise=3%2024.053.9540.788
PointFilterResolution=10K (Sparse), Noise=3%2024.054.0320.999
DeepPSRResolution=10K (Sparse), Noise=3%2024.054.1461.129
ScoreResolution=10K (Sparse), Noise=3%2024.054.7671.258