Point Cloud Filtering on PUNet Sparse 10K benchmark leaderboard · SOTA2 Research

Point Cloud Filtering on PUNet Sparse 10K

1.834Chamfer DistanceStraightPCF

Evaluation Results

Method	Links
StraightPCF2024.05		1.834	0.238
IterativePFN2024.05		1.994	0.212
PDFlow2024.05		2.103	0.383
StraightPCF2024.05		2.164	0.338
DeepPSR2024.05		2.377	0.328
IterativePFN2024.05		2.393	0.315
PointFilter2024.05		2.399	0.433
Score2024.05		2.479	0.463
PDFlow2024.05		2.538	0.574
StraightPCF2024.05		2.64	0.617
DeepPSR2024.05		2.725	0.488
PointFilter2024.05		2.773	0.571
Score2024.05		2.903	0.67
StraightPCF2024.05		2.982	0.872
IterativePFN2024.05		3.03	0.567
PDFlow2024.05		3.293	1.06
IterativePFN2024.05		3.396	0.806
DeepPSR2024.05		3.4	0.813
StraightPCF2024.05		3.479	1.292
PointFilter2024.05		3.529	0.888
Score2024.05		3.701	1.098
DeepPSR2024.05		3.915	1.218
DeepPSR2024.05		4.179	1.384
PointFilter2024.05		4.25	1.366
PDFlow2024.05		4.319	1.861
StraightPCF2024.05		4.574	2.163
Score2024.05		4.602	1.812
IterativePFN2024.05		4.611	1.678
PDFlow2024.05		4.64	2.182
Score2024.05		4.764	1.984
DeepPSR2024.05		4.982	1.981
PointFilter2024.05		5.24	2.001
Score2024.05		6.295	3.233
IterativePFN2024.05		6.489	3.131
PointFilter2024.05		7.668	3.905
PDFlow2024.05		7.817	4.819