HyperAI超神経

ホームニュース最新論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

サイトについて

日本語

HyperAI超神経

Cad Reconstruction On Fusion 360 Gallery

評価指標

Chamfer Distance

Chamfer Distance (median)

IoU

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	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	-

0 of 10 row(s) selected.

Cad Reconstruction On Fusion 360 Gallery | SOTA | HyperAI超神経