paper-with-me

CAD Reconstruction 벤치마크

CAD Reconstruction on CC3D

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IoU

39.1 46.3 53.5 60.7 67.9 2024-02 2026-09 CAD-SIGNet — 39.1 (2024-02-27) CAD-SIGNet — 39.1 (2024-02-27) CAD-Recode — 60.5 (2024-12-18) CAD-Recode — 60.5 (2024-12-18) cadrille — 67.9 (2025-05-28) cadrille — 67.9 (2025-05-28) CAD-SIGNet — 39.1 (2024-02-27) CAD-Recode — 60.5 (2024-12-18) cadrille — 67.9 (2025-05-28)
RankModel IoUChamfer DistanceChamfer Distance (median)Invalid Ratio PaperCodeYear
1 cadrille 67.91.860.470.2 cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning col14m/cadrille 2025
2 CAD-Recode 60.53.210.549.8 CAD-Recode: Reverse Engineering CAD Code from Point Clouds filaPro/cad-recode 2024
3 CAD-SIGNet 39.132.64.4215.5 CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention 2024
4 DeepCAD 263 DeepCAD: A Deep Generative Network for Computer-Aided Design Models ChrisWu1997/DeepCAD 2021
5 cadrille 67.91.860.470.2 cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning col14m/cadrille 2025
6 CAD-Recode 60.53.210.549.8 CAD-Recode: Reverse Engineering CAD Code from Point Clouds filaPro/cad-recode 2024
7 CAD-SIGNet 39.132.64.4215.5 CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention 2024
8 DeepCAD 263 DeepCAD: A Deep Generative Network for Computer-Aided Design Models ChrisWu1997/DeepCAD 2021
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