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Point Cloud Upsampling on ShapeNet (test)

1.13EMD

DDPMPU

Updated 3d ago

Evaluation Results

Method	Links
DDPMPU 2025.03		1.13	0.281	65.9	-	-	-	-	-
[37]→[72]→[47] 2025.03		1.13	0.281	65.9	-	-	-	-	-
SuperPC 2025.03		1.25	0.293	63.1	-	-	-	-	-
GradPU 2025.03		1.27	0.298	58.9	-	-	-	-	-
LiDiff 2025.03		1.38	0.312	52.6	-	-	-	-	-
ScoreDenoise 2025.03		1.65	0.346	53.7	-	-	-	-	-
PU-DR 2022.04		3.55	-	-	-	2.3	4.05	11	409
Meta-PU 2022.04		3.56	-	-	-	3.89	5.6	10.9	506
Meta-PU 2022.04		3.94	-	-	-	3.77	5.41	12.6	339
PU-DR 2022.04		3.95	-	-	-	2.99	4.97	8.34	708
PU-DR 2022.04		3.98	-	-	-	2.24	3.89	8.71	625
Meta-PU 2022.04		4.33	-	-	-	3.95	5.68	9.71	625
PU-DR 2022.04		4.51	-	-	-	2.92	4.72	7.29	779
SSAS 2022.04		4.87	-	-	-	3.49	9.35	10.1	561
SSAS 2022.04		4.93	-	-	-	3.49	10.2	12.1	371
PU-GCN 2022.04		4.94	-	-	-	3.47	5.09	12.2	360
PU-GAN 2022.04		5.05	-	-	-	3.76	5.51	8.82	676
PU-GAN 2022.04		5.09	-	-	-	4.32	6.01	12.7	326
PU-GCN 2022.04		5.5	-	-	-	3.35	5.01	10.2	537
SSAS 2022.04		5.53	-	-	-	3.48	8.84	8.7	706
Meta-PU 2022.04		5.62	-	-	-	3.87	5.59	8.96	676
MPU 2022.04		5.64	-	-	-	3.61	5.5	10.4	527
SSAS 2022.04		5.98	-	-	-	3.35	8.34	7.65	772
PU-GAN 2022.04		6.02	-	-	-	3.14	4.92	7.52	770
PU-GCN 2022.04		6.41	-	-	-	3.33	5.06	8.78	678
PU-GAN 2022.04		6.66	-	-	-	4.66	6.56	10.9	484
PU-Net 2022.04		6.75	-	-	-	4.02	5.62	12.9	334
PU-Net 2022.04		7.02	-	-	-	5.05	6.81	11.3	462
PU-GCN 2022.04		7.44	-	-	-	3.39	5.11	7.8	749
MPU 2022.04		7.74	-	-	-	4.01	6.11	8.12	727
PU-Net 2022.04		8.91	-	-	-	4.85	6.81	9.67	611
PU-Net 2022.04		10.4	-	-	-	6.04	8.04	9.25	632