HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Cad Reconstruction On Fusion 360 Gallery

평가 지표

Chamfer Distance

Chamfer Distance (median)

IoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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