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CAD Reconstruction
벤치마크
CAD Reconstruction on
CC3D
8개 결과 ·
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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)
2024-02-27 — CAD-SIGNet: IoU 39.1
2024-12-18 — CAD-Recode: IoU 60.5
2025-05-28 — cadrille: IoU 67.9
Rank
Model
IoU
Chamfer Distance
Chamfer Distance (median)
Invalid Ratio
Paper
Code
Year
1
cadrille
67.9
1.86
0.47
0.2
cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning
col14m/cadrille
2025
2
CAD-Recode
60.5
3.21
0.54
9.8
CAD-Recode: Reverse Engineering CAD Code from Point Clouds
filaPro/cad-recode
2024
3
CAD-SIGNet
39.1
32.6
4.42
15.5
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
67.9
1.86
0.47
0.2
cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning
col14m/cadrille
2025
6
CAD-Recode
60.5
3.21
0.54
9.8
CAD-Recode: Reverse Engineering CAD Code from Point Clouds
filaPro/cad-recode
2024
7
CAD-SIGNet
39.1
32.6
4.42
15.5
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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