3D Object Reconstruction on Data3D−R2N2

Metric: Avg F1 (higher is better)

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#	Model↕	Avg F1▼	Extra Data	Paper	Date↕	Code
1	GEOMetrics	67.37	No	GEOMetrics: Exploiting Geometric Structure for G...	2019-01-31	Code
2	MVD	66.39	No	Multi-View Silhouette and Depth Decomposition fo...	2018-02-27	Code
3	Pixel2Mesh	59.72	No	Pixel2Mesh: Generating 3D Mesh Models from Singl...	2018-04-05	Code
4	PSGN	48.58	No	A Point Set Generation Network for 3D Object Rec...	2016-12-02	Code
5	3D-R2N2	39.01	No	3D-R2N2: A Unified Approach for Single and Multi...	2016-04-02	Code
6	N3MR	33.8	No	Neural 3D Mesh Renderer	2017-11-20	Code

#1GEOMetricsSOTA
67.37
Avg F1· 2019-01-31
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Code
#2MVDSOTA
66.39
Avg F1· 2018-02-27
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation Code
#3Pixel2Mesh
59.72
Avg F1· 2018-04-05
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Code
#4PSGNSOTA
48.58
Avg F1· 2016-12-02
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Code
#53D-R2N2SOTA
39.01
Avg F1· 2016-04-02
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction Code
#6N3MR
33.8
Avg F1· 2017-11-20
Neural 3D Mesh Renderer Code