الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Cad Reconstruction On Fusion 360 Gallery

المقاييس

Chamfer Distance

Chamfer Distance (median)

IoU

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Chamfer Distance	Chamfer Distance (median)	IoU	Paper Title	Repository
CAD-SIGNet	7.37	0.48	65.6	CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention	-
Point2Cyl	-	4.18	67.5	Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders	-
CAD-Diffuser	-	3.85	63.2	Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion.	-
CAD-Recode	0.354	0.151	87.8	CAD-Recode: Reverse Engineering CAD Code from Point Clouds
ExtrudeNet	-	4.95	37.3	ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing
DeepCAD	330	89.2	39.9	DeepCAD: A Deep Generative Network for Computer-Aided Design Models
PrismCAD	-	4.75	65.3	Reconstructing editable prismatic CAD from rounded voxel models	-
HNC-CAD	-	36.8	63.5	Hierarchical Neural Coding for Controllable CAD Model Generation
TransCAD	78.6	33.4	60.2	TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds	-
SECAD-Net	-	4.32	69.0	SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations

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