Object Reconstruction on DeepCAD
Metric: IoU (higher is better)
Metric: IoU (higher is better)
| # | Model↕ | IoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | cadrille | 90.2 | No | cadrille: Multi-modal CAD Reconstruction with On... | 2025-05-28 | Code |
| 2 | CAD-Recode | 87.1 | No | CAD-Recode: Reverse Engineering CAD Code from Po... | 2024-12-18 | Code |
| 3 | CAD-SIGNet | 77.3 | No | CAD-SIGNet: CAD Language Inference from Point Cl... | 2024-02-27 | - |
| 4 | CAD-Diffuser | 74.3 | No | - | - | - |
| 5 | Point2Cyl | 73.8 | No | Point2Cyl: Reverse Engineering 3D Objects from P... | 2021-12-17 | - |
| 6 | SECAD-Net | 72.9 | No | SECAD-Net: Self-Supervised CAD Reconstruction by... | 2023-03-19 | Code |
| 7 | PrismCAD | 72.1 | No | Reconstructing editable prismatic CAD from round... | 2022-09-02 | - |
| 8 | TransCAD | 65.5 | No | TransCAD: A Hierarchical Transformer for CAD Seq... | 2024-07-17 | - |
| 9 | HNC-CAD | 65.3 | No | Hierarchical Neural Coding for Controllable CAD ... | 2023-06-30 | Code |
| 10 | DeepCAD | 46.7 | No | DeepCAD: A Deep Generative Network for Computer-... | 2021-05-20 | Code |
| 11 | ExtrudeNet | 40.3 | No | ExtrudeNet: Unsupervised Inverse Sketch-and-Extr... | 2022-09-30 | Code |