Point Cloud Generation on ShapeNet

Metric: Chamfer Distance L2 (lower is better)

LeaderboardDataset

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#	Model↕	Chamfer Distance L2▲	Extra Data	Paper	Date↕	Code
1	GRNet	2.723	No	GRNet: Gridding Residual Network for Dense Point...	2020-06-06	Code
2	PCN	4.016	No	PCN: Point Completion Network	2018-08-02	Code
3	MSN	4.758	No	Morphing and Sampling Network for Dense Point Cl...	2019-11-30	Code
4	PoinTr	8.38	No	PoinTr: Diverse Point Cloud Completion with Geom...	2021-08-19	Code

#1GRNetSOTA
2.723
Chamfer Distance L2· 2020-06-06
GRNet: Gridding Residual Network for Dense Point Cloud Completion Code
#2PCNSOTA
4.016
Chamfer Distance L2· 2018-08-02
PCN: Point Completion Network Code
#3MSN
4.758
Chamfer Distance L2· 2019-11-30
Morphing and Sampling Network for Dense Point Cloud Completion Code
#4PoinTr
8.38
Chamfer Distance L2· 2021-08-19
PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers Code