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ResearchFormerly WizWand

Point Cloud Filtering on PUNet synthetic (test)

0.562CDStraightPCF
0.04523.53367.02210.5104May 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
StraightPCFResolution=50K (Dense), Noise=1%2024.050.5620.111
MRPCAResolution=50K (Dense), Noise=1%2024.050.6690.099
GLRResolution=50K (Dense), Noise=1%2024.050.6960.161
StraightPCFResolution=50K (Dense), Noise=2%2024.050.7650.266
JetResolution=50K (Dense), Noise=1%2024.050.8510.207
BilateralResolution=50K (Dense), Noise=1%2024.050.8770.234
DMRDResolution=50K (Dense), Noise=1%2024.051.1620.469
StraightPCFResolution=50K (Dense), Noise=3%2024.051.3070.648
DMRDResolution=50K (Dense), Noise=2%2024.051.5660.8
GLRResolution=50K (Dense), Noise=2%2024.051.5870.83
StraightPCFResolution=10K (Sparse), Noise=1%2024.051.870.239
GPDNetResolution=50K (Dense), Noise=1%2024.051.9131.037
MRPCAResolution=50K (Dense), Noise=2%2024.052.0081.033
BilateralResolution=50K (Dense), Noise=2%2024.052.3761.389
JetResolution=50K (Dense), Noise=2%2024.052.4321.403
DMRDResolution=50K (Dense), Noise=3%2024.052.4321.528
StraightPCFResolution=10K (Sparse), Noise=2%2024.052.6440.604
JetResolution=10K (Sparse), Noise=1%2024.052.7120.613
GLRResolution=10K (Sparse), Noise=1%2024.052.9591.052
MRPCAResolution=10K (Sparse), Noise=1%2024.052.9720.922
StraightPCFResolution=10K (Sparse), Noise=3%2024.053.2871.126
BilateralResolution=10K (Sparse), Noise=1%2024.053.6461.342
MRPCAResolution=10K (Sparse), Noise=2%2024.053.7281.117
GLRResolution=10K (Sparse), Noise=2%2024.053.7731.306
GPDNetResolution=10K (Sparse), Noise=1%2024.053.781.337
GLRResolution=50K (Dense), Noise=3%2024.053.8392.707
JetResolution=10K (Sparse), Noise=2%2024.054.1551.347
DMRDResolution=10K (Sparse), Noise=1%2024.054.4821.722
GLRResolution=10K (Sparse), Noise=3%2024.054.9092.114
DMRDResolution=10K (Sparse), Noise=2%2024.054.9822.115
BilateralResolution=10K (Sparse), Noise=2%2024.055.0072.018
MRPCAResolution=10K (Sparse), Noise=3%2024.055.0091.963
GPDNetResolution=50K (Dense), Noise=2%2024.055.0213.736
MRPCAResolution=50K (Dense), Noise=3%2024.055.7754.081
JetResolution=50K (Dense), Noise=3%2024.055.7884.267
DMRDResolution=10K (Sparse), Noise=3%2024.055.8922.846
JetResolution=10K (Sparse), Noise=3%2024.056.2622.921
BilateralResolution=50K (Dense), Noise=3%2024.056.3044.73
BilateralResolution=10K (Sparse), Noise=3%2024.056.9983.557
GPDNetResolution=10K (Sparse), Noise=2%2024.058.0074.426
GPDNetResolution=50K (Dense), Noise=3%2024.059.7057.998
GPDNetResolution=10K (Sparse), Noise=3%2024.0513.4829.114