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Cad Reconstruction On Deepcad

Metrics

Camfer Distance (median)

IoU

Results

Performance results of various models on this benchmark

Model Name	Camfer Distance (median)	IoU	Paper Title	Repository
PrismCAD	4.28	72.1	Reconstructing editable prismatic CAD from rounded voxel models	-
HNC-CAD	8.64	65.3	Hierarchical Neural Coding for Controllable CAD Model Generation
TransCAD	4.51	65.5	TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds	-
SECAD-Net	3.65	72.9	SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations
ExtrudeNet	3.37	40.3	ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing
CAD-SIGNet	0.283	77.6	CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention	-
CAD-Diffuser	3.02	74.3	Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion.	-
Point2Cyl	4.27	73.8	Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders	-
DeepCAD	9.64	46.7	DeepCAD: A Deep Generative Network for Computer-Aided Design Models
CAD-Recode	0.157	92.0	CAD-Recode: Reverse Engineering CAD Code from Point Clouds

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