CAD Generation on CADPrompt
0.12HDMCTS with Const-o-T
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MCTS with Const-o-TBackbone=GPT-4.12025.10 | 0.12 | 95.5 | — | — | — | — | — | — | — | |
| CoT + RSBackbone=GPT-4.12025.10 | 0.13 | 92.5 | — | — | — | — | — | — | — | |
| MCTSBackbone=GPT-4.12025.10 | 0.13 | 94.5 | — | — | — | — | — | — | — | |
| CoVBackbone=GPT-4.12025.10 | 0.14 | 94 | — | — | — | — | — | — | — | |
| CoTBackbone=GPT-4.12025.10 | 0.15 | 92 | — | — | — | — | — | — | — | |
| ToTBackbone=GPT-4.12025.10 | 0.15 | 92 | — | — | — | — | — | — | — | |
| CTPBackbone=GPT-4.12025.10 | 0.16 | 94 | — | — | — | — | — | — | — | |
| Const-o-TBackbone=GPT-4.12025.10 | 0.16 | 94.5 | — | — | — | — | — | — | — | |
| MCTS with CoTBackbone=GPT-4.12025.10 | 0.16 | 93 | — | — | — | — | — | — | — | |
| MCTS with Const-o-TBackbone=LLaMA-32025.10 | 0.21 | 92 | — | — | — | — | — | — | — | |
| CoTBackbone=LLaMA-32025.10 | 0.22 | 88.5 | — | — | — | — | — | — | — | |
| Const-o-TBackbone=LLaMA-32025.10 | 0.22 | 89.5 | — | — | — | — | — | — | — | |
| ToTBackbone=LLaMA-32025.10 | 0.22 | 94 | — | — | — | — | — | — | — | |
| CTPBackbone=LLaMA-32025.10 | 0.24 | 89 | — | — | — | — | — | — | — | |
| MCTSBackbone=LLaMA-32025.10 | 0.24 | 89.5 | — | — | — | — | — | — | — | |
| MCTS with CoTBackbone=LLaMA-32025.10 | 0.24 | 90.5 | — | — | — | — | — | — | — | |
| CoT + RSBackbone=LLaMA-32025.10 | 0.27 | 91.5 | — | — | — | — | — | — | — | |
| CoVBackbone=LLaMA-32025.10 | 0.27 | 89 | — | — | — | — | — | — | — | |
| 3D-PreMise2026.04 | — | — | — | 94.2 | — | 13.7 | — | 44.6 | 91 | |
| ArtiCAD2026.04 | — | — | 89.7 | 98.6 | 3.4 | 2.5 | 13 | 9 | 100 | |
| CADCodeVerify2026.04 | — | — | — | 94.4 | — | 12.7 | — | 41.9 | 96.5 | |
| Seek-CAD2026.04 | — | — | 80.1 | — | 19.9 | — | 53.8 | — | — | |
| Single-VLM Loop2026.04 | — | — | 87.3 | 97.9 | 4.4 | 2.7 | 14.8 | 10.3 | 99.5 |