3D Reconstruction on ShapeNet

Metric: Chamfer Distance (lower is better)

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#	Model↕	Chamfer Distance▲	Augmentations	Paper	Date↕	Code
1	FS-SDF	0.28	No	Few 'Zero Level Set'-Shot Learning of Shape Sign...	2022-07-09	Code
2	MD-GON	0.29	No	Mixing-Denoising Generalizable Occupancy Networks	2023-11-20	-
3	POCO	0.3	No	POCO: Point Convolution for Surface Reconstruction	2022-01-05	Code
4	DP-ConvONet	0.42	No	Dynamic Plane Convolutional Occupancy Networks	2020-11-11	Code
5	ConvONet	0.45	No	Dynamic Plane Convolutional Occupancy Networks	2020-11-11	Code
6	ONet	0.87	No	Dynamic Plane Convolutional Occupancy Networks	2020-11-11	Code

#1FS-SDFSOTA
0.28
Chamfer Distance· 2022-07-09
Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Code
#2MD-GON
0.29
Chamfer Distance· 2023-11-20
Mixing-Denoising Generalizable Occupancy Networks
#3POCOSOTA
0.3
Chamfer Distance· 2022-01-05
POCO: Point Convolution for Surface Reconstruction Code
#4DP-ConvONetSOTA
0.42
Chamfer Distance· 2020-11-11
Dynamic Plane Convolutional Occupancy Networks Code
#5ConvONetSOTA
0.45
Chamfer Distance· 2020-11-11
Dynamic Plane Convolutional Occupancy Networks Code
#6ONetSOTA
0.87
Chamfer Distance· 2020-11-11
Dynamic Plane Convolutional Occupancy Networks Code