Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ChatKBQA | 83.5 | No | ChatKBQA: A Generate-then-Retrieve Framework for... | 2023-10-13 | Code |
| 2 | DPA-RAG | 81.74 | No | Understand What LLM Needs: Dual Preference Align... | 2024-06-26 | Code |
| 3 | ReTraCk Oracle EL | 74.7 | No | - | - | Code |
| 4 | SPARKLE | 71.1 | No | SPARKLE: Enhancing SPARQL Generation with Direct... | 2024-06-29 | Code |
| 5 | ReTraCk | 71 | No | - | - | Code |