CAD sequence completion on Mamba-CAD (test)
35.43Average Length (AL)Mamba-CAD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Mamba-CAD2026.02 | 35.43 | 99.85 | 98.91 | 1.03 | 8.03 | 79.46 | 92.84 | |
| HNC-CADArchitecture=Two-stage cascaded auto-regressive Transformer2026.02 | 30.51 | — | — | — | — | 42.89 | 74.36 | |
| DeepCAD (++)Description=Ultra version of DeepCAD, Training=Trained longer, Layers=More Transformer layers, Dimension=Larger dimension2026.02 | 29.78 | 85.95 | 71.27 | 69.68 | 40.19 | 20.74 | 61.12 | |
| DeepCADArchitecture=Transformer-based auto-encoder2026.02 | 28.72 | 83.75 | 69.77 | 79.08 | 42.36 | 19.11 | 59.19 | |
| TM-CADFramework=Fusion framework (Transformer and Mamba), Bridge=Four Mamba Blocks2026.02 | 28.26 | 80.75 | 67.71 | 82.34 | 44.34 | 17.79 | 57.23 |