CAD command sequence generation
86.4AccuracyCADLLM + TCADGen
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CADLLM + TCADGenInput Type=Transformer-based Prediction of CCS and CCS Confidence2025.05 | 86.4 | 0.983 | |
| Claude-3.5 + TCADGenInput Type=Transformer-based Prediction of CCS and CCS Confidence, Evaluation Mode=prompt2025.05 | 81.2 | 0.963 | |
| CADLLM + Text2CADInput Type=Transformer-based Prediction of CCS and CCS Confidence2025.05 | 71 | 0.974 | |
| CADLLM + DeepCADInput Type=Transformer-based Prediction of CCS and CCS Confidence2025.05 | 67.7 | 0.978 | |
| GPT-4o + TCADGenInput Type=Transformer-based Prediction of CCS and CCS Confidence, Evaluation Mode=prompt2025.05 | 67 | 0.947 | |
| Llama 3.2 3BInput Type=Parameter Description and Appearance Description, Evaluation Mode=SFT2025.05 | 62.1 | 0.883 | |
| GPT-4oInput Type=Parameter Description and Appearance Description, Evaluation Mode=prompt2025.05 | 61.7 | 0.977 | |
| Llama 3.2 3BInput Type=Parameter Description and Appearance Description, Evaluation Mode=prompt2025.05 | 32.8 | 0.688 | |
| Llama 3.2 3B + TCADGenInput Type=Transformer-based Prediction of CCS and CCS Confidence, Evaluation Mode=prompt2025.05 | 32.8 | 0.683 |