Modality-to-CAD generation on DeepCAD variant datasets (test)
86.4IoUGACO-CAD-RL
Evaluation results
| Method | Links | |
|---|---|---|
| GACO-CAD-RLProtocol=open-source finetuned, Modality=IMG-s,Depth,Normal2026.03 | 86.4 | |
| Cadrille-RLProtocol=open-source finetuned, Modality=PC,IMG,TXT2026.03 | 85.9 | |
| CadrilleProtocol=open-source finetuned, Modality=PC2026.03 | 79.4 | |
| CAD-Coder-GIFTProtocol=open-source finetuned, Modality=IMG-s2026.03 | 78.2 | |
| CAD-SigNetProtocol=open-source finetuned, Modality=PC2026.03 | 77.3 | |
| CAD-DiffuserProtocol=open-source finetuned, Modality=PC2026.03 | 74.3 | |
| Point2CylProtocol=open-source finetuned, Modality=PC2026.03 | 73.8 | |
| PrismCADProtocol=open-source finetuned, Modality=PC2026.03 | 72.1 | |
| Text2CADProtocol=open-source finetuned, Modality=TXT2026.03 | 71.5 | |
| CAD-Coder-SFTProtocol=open-source finetuned, Modality=IMG-s2026.03 | 69.1 | |
| TransCADProtocol=open-source finetuned, Modality=PC2026.03 | 65.5 | |
| PointBERTProtocol=open-source finetuned, Modality=PC2026.03 | 65.3 | |
| ReCAD-VLProtocol=open-source finetuned, Modality=IMG-s2026.03 | 63.1 | |
| Gemini-3.0-PROProtocol=frontier zero-shot, Modality=IMG-s2026.03 | 54 | |
| PointNetProtocol=open-source finetuned, Modality=PC2026.03 | 46.7 | |
| Gemini-2.5-PROProtocol=frontier zero-shot, Modality=IMG-s2026.03 | 45.1 | |
| GPT4oProtocol=frontier zero-shot, Modality=IMG-s2026.03 | 37.8 | |
| Qwen-2.5-72BProtocol=open-source zero-shot, Modality=IMG-s2026.03 | 34.5 |