KG-to-Cypher Generation on Company
86.9Exact Match (EM)LoRA SFT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LoRA SFTSystem=LoRA SFT, Domain=Company2026.06 | 86.9 | 100 | 92 | |
| LoRA OODSystem=LoRA OOD, Source Domain=Broadcast, Target Domain=Company2026.06 | 65.3 | 98.8 | 79 | |
| Prompt + goldCandidates=Gold relation/entity candidates, Setting=Prompt-only baseline2026.06 | 54.7 | 78 | 70 |