Metric: Hits@1 (higher is better)
| # | Model↕ | Hits@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ChatKBQA | 86.4 | No | ChatKBQA: A Generate-then-Retrieve Framework for... | 2023-10-13 | Code |
| 2 | DPA-RAG | 80.28 | No | Understand What LLM Needs: Dual Preference Align... | 2024-06-26 | Code |
| 3 | SKP | 79.6 | No | Bridging the KB-Text Gap: Leveraging Structured ... | 2023-08-28 | Code |
| 4 | UniK-QA (T5-large) | 79.1 | No | UniK-QA: Unified Representations of Structured a... | 2020-12-29 | Code |
| 5 | UniK-QA (T5-base) | 76.7 | No | UniK-QA: Unified Representations of Structured a... | 2020-12-29 | Code |
| 6 | ReTraCk Oracle EL | 74.6 | No | - | - | Code |
| 7 | ReTraCk | 71.6 | No | - | - | Code |
| 8 | SPARKLE | 71.2 | No | SPARKLE: Enhancing SPARQL Generation with Direct... | 2024-06-29 | Code |