Text-to-CAD Generation on DeepCAD Recap
2.58Chamfer Distance (Mean)Pointer-CAD
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pointer-CADModel Size (Parameters)=1.5B2026.03 | 2.58 | 98.73 | 95.14 | 98.66 | 99.61 | — | — | 0.3 | 0.11 | 2.97 | — | |
| Pointer-CADversion=1.5B2026.03 | 2.65 | — | — | — | — | — | — | 0.28 | — | — | 8.67 | |
| Pointer-CADModel Size (Parameters)=0.5B2026.03 | 3.81 | 97.7 | 85.7 | 98.27 | 99.67 | — | — | 0.54 | 0.13 | 2.14 | — | |
| Pointer-CADversion=0.5B2026.03 | 3.98 | — | — | — | — | — | — | 0.54 | — | — | 14.79 | |
| CADmiumModel Size (Parameters)=7B2026.03 | 10.53 | 85.13 | 25.68 | 74.94 | 90.75 | — | — | 0.44 | 1.21 | 32.22 | — | |
| CADmiumModel Size (Parameters)=1.5B2026.03 | 11.51 | 85.47 | 19.35 | 75.64 | 92.5 | — | — | 0.57 | 0.47 | 38.63 | — | |
| CADmiumModel Size (Parameters)=3B2026.03 | 12.22 | 82.25 | 20.44 | 72.66 | 88.5 | — | — | 0.47 | 0.64 | 29.73 | — | |
| Geminiversion=2.5 Pro2026.03 | 15.04 | — | — | — | — | — | — | 0.58 | — | — | 24.95 | |
| Text2CAD2026.03 | 17.48 | 88.12 | 45.19 | 87.03 | 98.53 | — | — | 3.38 | 0.44 | 17.75 | — | |
| Qwen3version=235B-A22B2026.03 | 28.85 | — | — | — | — | — | — | 1.8 | — | — | 35.8 | |
| Claudeversion=Opus2026.03 | 31.38 | — | — | — | — | — | — | 6.31 | — | — | 29.75 | |
| GPTversion=5.22026.03 | 35.13 | — | — | — | — | — | — | 9.69 | — | — | 23.9 | |
| DeepCAD2026.03 | 37.47 | 80.14 | 31.41 | 79.04 | 92.34 | — | — | 12.56 | 0.53 | 25.85 | — |