3D Object Reconstruction on DeepCAD
Metric: Camfer Distance (median) (lower is better)
Metric: Camfer Distance (median) (lower is better)
| # | Model↕ | Camfer Distance (median)▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | cadrille | 0.17 | No | cadrille: Multi-modal CAD Reconstruction with On... | 2025-05-28 | Code |
| 2 | CAD-Recode | 0.18 | No | CAD-Recode: Reverse Engineering CAD Code from Po... | 2024-12-18 | Code |
| 3 | CAD-SIGNet | 0.29 | No | CAD-SIGNet: CAD Language Inference from Point Cl... | 2024-02-27 | - |
| 4 | CAD-Diffuser | 3.02 | No | - | - | - |
| 5 | ExtrudeNet | 3.37 | No | ExtrudeNet: Unsupervised Inverse Sketch-and-Extr... | 2022-09-30 | Code |
| 6 | SECAD-Net | 3.65 | No | SECAD-Net: Self-Supervised CAD Reconstruction by... | 2023-03-19 | Code |
| 7 | Point2Cyl | 4.27 | No | Point2Cyl: Reverse Engineering 3D Objects from P... | 2021-12-17 | - |
| 8 | PrismCAD | 4.28 | No | Reconstructing editable prismatic CAD from round... | 2022-09-02 | - |
| 9 | TransCAD | 4.51 | No | TransCAD: A Hierarchical Transformer for CAD Seq... | 2024-07-17 | - |
| 10 | HNC-CAD | 8.64 | No | Hierarchical Neural Coding for Controllable CAD ... | 2023-06-30 | Code |
| 11 | DeepCAD | 9.64 | No | DeepCAD: A Deep Generative Network for Computer-... | 2021-05-20 | Code |