Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HGNet (oracle entity used) | 78.1 | No | Outlining and Filling: Hierarchical Query Graph ... | 2021-11-01 | Code |
| 2 | AQGNet (oracle entity used) | 74.8 | No | Formal Query Building with Query Structure Predi... | 2021-09-08 | Code |
| 3 | SPARKLE | 72.2 | No | SPARKLE: Enhancing SPARQL Generation with Direct... | 2024-06-29 | Code |
| 4 | QDT | 58.8 | No | Question Decomposition Tree for Answering Comple... | 2023-06-13 | Code |
| 5 | STaG-QA | 53.6 | No | - | - | - |
| 6 | EDGQA | 53.1 | No | - | - | - |
| 7 | KGQAN | 51.6 | No | A Universal Question-Answering Platform for Know... | 2023-03-01 | Code |