HyperAI초신경

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

한국어

HyperAI초신경

Cad Reconstruction On Deepcad

평가 지표

Camfer Distance (median)

IoU

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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