Object Reconstruction on CC3D

Metric: Chamfer Distance (median) (lower is better)

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#	Model↕	Chamfer Distance (median)▲	Extra Data	Paper	Date↕	Code
1	cadrille	0.47	No	cadrille: Multi-modal CAD Reconstruction with On...	2025-05-28	Code
2	CAD-Recode	0.54	No	CAD-Recode: Reverse Engineering CAD Code from Po...	2024-12-18	Code
3	CAD-SIGNet	4.42	No	CAD-SIGNet: CAD Language Inference from Point Cl...	2024-02-27	-
4	DeepCAD	263	No	DeepCAD: A Deep Generative Network for Computer-...	2021-05-20	Code

#1cadrilleSOTA
0.47
Chamfer Distance (median)· 2025-05-28
cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning Code
#2CAD-RecodeSOTA
0.54
Chamfer Distance (median)· 2024-12-18
CAD-Recode: Reverse Engineering CAD Code from Point Clouds Code
#3CAD-SIGNetSOTA
4.42
Chamfer Distance (median)· 2024-02-27
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention
#4DeepCADSOTA
263
Chamfer Distance (median)· 2021-05-20
DeepCAD: A Deep Generative Network for Computer-Aided Design Models Code