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ResearchFormerly WizWand

Point Cloud Filtering on PUNet synthetic

0.418CDStraightPCF
0.300081.096041.8922.68796May 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
StraightPCFResolution=50K (Dense), Noise=1%2024.050.4180.05
IterativePFNResolution=50K (Dense), Noise=1%2024.050.4430.014
PDFlowResolution=50K (Dense), Noise=1%2024.050.4560.057
DeepPSRResolution=50K (Dense), Noise=1%2024.050.4970.027
ScoreResolution=50K (Dense), Noise=1%2024.050.5050.046
StraightPCFResolution=50K (Dense), Noise=2%2024.050.5570.13
IterativePFNResolution=50K (Dense), Noise=2%2024.050.5990.054
StraightPCFResolution=10K (Sparse), Noise=1%2024.050.6240.097
PointFilterResolution=50K (Dense), Noise=1%2024.050.6310.148
DeepPSRResolution=50K (Dense), Noise=2%2024.050.6380.064
IterativePFNResolution=10K (Sparse), Noise=1%2024.050.6450.088
StraightPCFResolution=50K (Dense), Noise=3%2024.050.6830.228
ScoreResolution=50K (Dense), Noise=2%2024.050.6910.129
IterativePFNResolution=50K (Dense), Noise=3%2024.050.6940.11
PointFilterResolution=50K (Dense), Noise=2%2024.050.7420.171
PointFilterResolution=50K (Dense), Noise=3%2024.050.7980.188
PDFlowResolution=50K (Dense), Noise=2%2024.050.8540.326
PDFlowResolution=10K (Sparse), Noise=1%2024.050.8740.178
ScoreResolution=50K (Dense), Noise=3%2024.050.90.288
DeepPSRResolution=50K (Dense), Noise=3%2024.050.9280.245
PDFlowResolution=50K (Dense), Noise=3%2024.050.9530.4
PointFilterResolution=10K (Sparse), Noise=1%2024.051.1390.287
DeepPSRResolution=10K (Sparse), Noise=1%2024.051.2260.19
ScoreResolution=10K (Sparse), Noise=1%2024.051.2740.249
StraightPCFResolution=10K (Sparse), Noise=2%2024.051.8340.252
IterativePFNResolution=10K (Sparse), Noise=2%2024.052.0090.191
PDFlowResolution=10K (Sparse), Noise=2%2024.052.0260.332
StraightPCFResolution=10K (Sparse), Noise=3%2024.052.3650.427
DeepPSRResolution=10K (Sparse), Noise=2%2024.052.4160.299
PointFilterResolution=10K (Sparse), Noise=2%2024.052.4470.407
ScoreResolution=10K (Sparse), Noise=2%2024.052.4670.414
PDFlowResolution=10K (Sparse), Noise=3%2024.052.660.637
IterativePFNResolution=10K (Sparse), Noise=3%2024.052.6840.339
DeepPSRResolution=10K (Sparse), Noise=3%2024.052.9690.472
PointFilterResolution=10K (Sparse), Noise=3%2024.053.0310.574
ScoreResolution=10K (Sparse), Noise=3%2024.053.3660.977