Share your thoughts, 1 month free Claude Pro on usSee more

Point Cloud Completion on ShapeNet-55

0.81CD-L2 (Average)

AdaPoinTr

Updated 25d ago

Evaluation Results

Method	Links
AdaPoinTr 2023.01		0.81	0.62	0.69	0.33	0.81	0.63	1.33	0.68	0.38	0.33	0.34	50.3	-	-	-
AdaPoinTr 2023.01		0.81	-	-	-	-	-	-	-	-	-	-	-	-	-	-
LAKeNet 2023.01		0.89	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SeedFormer 2023.01		0.92	0.72	0.81	0.4	0.89	0.71	-	-	-	-	-	47.2	-	-	-
SeedFormer 2023.01		0.92	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PoinTr 2023.01		1.09	0.81	0.95	0.44	0.91	0.79	1.86	0.93	0.53	0.38	0.57	46.4	-	-	-
PoinTr 2023.01		1.09	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SnowflakeNet 2023.01		1.24	0.98	1.12	0.54	0.98	1.02	1.93	1.08	0.57	0.48	0.61	39.8	-	-	-
SnowflakeNet 2023.01		1.24	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GRNet 2023.01		1.97	1.63	1.88	1.02	1.64	1.72	2.97	2.06	1.09	0.89	1.03	23.8	-	-	-
GRNet 2023.01		1.97	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PCN 2023.01		2.66	2.13	2.29	1.02	1.85	2.06	4.5	2.86	1.33	0.89	1.32	13.3	-	-	-
PCN 2023.01		2.66	-	-	-	-	-	-	-	-	-	-	-	-	-	-
TopNet 2023.01		2.91	2.21	2.53	1.14	2.18	2.36	4.83	2.93	1.49	0.95	1.32	12.6	-	-	-
TopNet 2023.01		2.91	-	-	-	-	-	-	-	-	-	-	-	-	-	-
FoldingNet 2023.01		3.12	2.53	2.81	1.43	1.98	2.48	4.71	2.79	1.44	1.24	1.48	8.2	-	-	-
FoldingNet 2023.01		3.12	-	-	-	-	-	-	-	-	-	-	-	-	-	-
PFNet 2023.01		5.22	3.95	4.24	1.81	2.53	3.34	6.21	4.96	2.91	1.29	2.36	33.9	-	-	-
PCN 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	1.94	1.96	4.08
PoinTr 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	0.58	0.88	1.79
SeedFormer 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	0.5	0.77	1.49
SDNet 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	0.48	0.69	1.39
SVDFormer 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	0.48	0.7	1.3
GTNet 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	0.45	0.66	1.3
CRA-PCN 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	0.48	0.71	1.37
SymmCompletion 2025.03		-	-	-	-	-	-	-	-	-	-	-	-	0.34	0.54	1.18