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DeepCAD

아카이브 평가 11건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
cadrille	Chamfer Distance 0.76 Camfer Distance (median) 0.17 IoU 90.2 Invalidi Ratio 0.0	cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning 2025-05-28	코드 1
CAD-Recode	Chamfer Distance 0.83 Camfer Distance (median) 0.18 IoU 87.1 Invalidi Ratio 3.1	CAD-Recode: Reverse Engineering CAD Code from Point Clouds 2024-12-18	코드 1
CAD-SIGNet	Chamfer Distance 6.81 Camfer Distance (median) 0.29 IoU 77.3 Invalidi Ratio 5.0	CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention 2024-02-27	연결 없음
CAD-Diffuser	Camfer Distance (median) 3.02 IoU 74.3	Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion. 2024-01-01	연결 없음
Point2Cyl	Camfer Distance (median) 4.27 IoU 73.8	Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders 2021-12-17	연결 없음
SECAD-Net	Camfer Distance (median) 3.65 IoU 72.9	SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations 2023-03-19	코드 1
PrismCAD	Camfer Distance (median) 4.28 IoU 72.1	Reconstructing editable prismatic CAD from rounded voxel models 2022-09-02	연결 없음
TransCAD	Chamfer Distance 32.3 Camfer Distance (median) 4.51 IoU 65.5	TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds 2024-07-17	연결 없음
HNC-CAD	Camfer Distance (median) 8.64 IoU 65.3	Hierarchical Neural Coding for Controllable CAD Model Generation 2023-06-30	코드 1
DeepCAD	Chamfer Distance 42.5 Camfer Distance (median) 9.64 IoU 46.7	DeepCAD: A Deep Generative Network for Computer-Aided Design Models 2021-05-20	코드 1
ExtrudeNet	Camfer Distance (median) 3.37 IoU 40.3	ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing 2022-09-30	코드 1