Cross-DSL PDE code generation on UFL Five-family slice
85.1IFSDeploy
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeployBackbone=DeepSeek V4 Flash, Strategy=Hybrid (Direct if IFS >= 0.7, else PDE-Refine)2026.05 | 85.1 | — | |
| DirectBackbone=DeepSeek V4 Flash, Strategy=Direct generation2026.05 | 77.9 | — | |
| PDE-RefineBackbone=DeepSeek V4 Flash, Strategy=Physics-contract generation2026.05 | 77.9 | 0.455 |