Point Cloud Filtering on PUNet (test) benchmark leaderboard · SOTA2 Research

Point Cloud Filtering on PUNet (test)

0.562Chamfer DistanceStraightPCF

Evaluation Results

Method	Links
StraightPCF2024.05		0.562	0.111
IterativePFN2024.05		0.605	0.059
DeepPSR2024.05		0.649	0.076
PDFlow2024.05		0.651	0.164
Score2024.05		0.716	0.15
PointFilter2024.05		0.758	0.182
StraightPCF2024.05		0.765	0.266
IterativePFN2024.05		0.803	0.182
PointFilter2024.05		0.907	0.251
DeepPSR2024.05		0.997	0.296
PCN2024.05		1.049	0.346
PDFlow2024.05		1.173	0.581
Score2024.05		1.288	0.566
StraightPCF2024.05		1.307	0.648
DeepPSR2024.05		1.344	0.531
PCN2024.05		1.447	0.608
PointFilter2024.05		1.599	0.71
StraightPCF2024.05		1.87	0.239
PDFlow2024.05		1.914	1.21
Score2024.05		1.928	1.041
IterativePFN2024.05		1.971	1.012
IterativePFN2024.05		2.056	0.218
PDFlow2024.05		2.126	0.381
PCN2024.05		2.289	1.285
DeepPSR2024.05		2.353	0.306
PointFilter2024.05		2.461	0.443
Score2024.05		2.521	0.463
StraightPCF2024.05		2.644	0.604
IterativePFN2024.05		3.043	0.555
PDFlow2024.05		3.246	1.01
StraightPCF2024.05		3.287	1.126
DeepPSR2024.05		3.35	0.734
PCN2024.05		3.515	1.148
PointFilter2024.05		3.534	0.862
Score2024.05		3.686	1.074
DeepPSR2024.05		4.075	1.242
IterativePFN2024.05		4.241	1.376
PDFlow2024.05		4.447	1.999
Score2024.05		4.708	1.942
PointFilter2024.05		5.089	1.849
PCN2024.05		7.467	3.965
PCN2024.05		13.067	8.737