Drawing-to-Code Generation on IterCAD-Draw
95.3IRQwen3.5-4B
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Qwen3.5-4BWorkflow Setting=Direct Inference2026.06 | 95.3 | 3 | 9.22 | 0.07 | 1 | |
| InternVL3.5-8BWorkflow Setting=Direct Inference2026.06 | 90.58 | 2 | 26.76 | 15.62 | 1 | |
| InternVL3.5 30B-A3BWorkflow Setting=Direct Inference2026.06 | 89.6 | 2 | 25.36 | 18.33 | 1 | |
| InternVL3.5 30B-A3BWorkflow Setting=Agentic Workflow2026.06 | 81.8 | 4 | 22.29 | 16.51 | 4.55 | |
| InternVL3.5-8BWorkflow Setting=Agentic Workflow2026.06 | 81.8 | 4 | 29.36 | 21.45 | 4.87 | |
| Qwen3.5-35B-A3BWorkflow Setting=Direct Inference2026.06 | 68.8 | 24 | 7.39 | 0.06 | 1 | |
| Qwen3.5-4BWorkflow Setting=Agentic Workflow2026.06 | 62.3 | 21 | 13.04 | 0.09 | 4.39 | |
| Gemini-2.5-flash-liteWorkflow Setting=Direct Inference2026.06 | 60 | 24 | 13.51 | 0.08 | 1 | |
| Gemini-3-flash-liteWorkflow Setting=Direct Inference2026.06 | 50.6 | 37 | 6.47 | 0.06 | 1 | |
| Gemini-2.5-flash-liteWorkflow Setting=Agentic Workflow2026.06 | 38.2 | 33 | 15.54 | 0.17 | 3.56 | |
| Qwen3.5-35B-A3BWorkflow Setting=Agentic Workflow2026.06 | 37.5 | 36 | 12.51 | 0.1 | 3.5 | |
| GPT-5Workflow Setting=Direct Inference2026.06 | 28.1 | 41 | 12.97 | 0.13 | 1 | |
| GLM-4.6vWorkflow Setting=Direct Inference2026.06 | 27.5 | 36 | 14.88 | 1.9 | 1 | |
| Gemini-3-flash-liteWorkflow Setting=Agentic Workflow2026.06 | 12.7 | 56 | 5.79 | 0.09 | 3.12 | |
| GLM-4.6vWorkflow Setting=Agentic Workflow2026.06 | 9.7 | 43 | 13.72 | 3.27 | 2.59 | |
| IterCADWorkflow Setting=Direct Inference2026.06 | 6.5 | 54 | 9.75 | 0.3 | 1 | |
| GPT-5Workflow Setting=Agentic Workflow2026.06 | 4.7 | 50 | 12.18 | 1.07 | 2.44 | |
| IterCADWorkflow Setting=Agentic Workflow2026.06 | 0.3 | 61 | 5.09 | 0.35 | 2.48 |