Question Answering on KILT: Natural Questions
Metric: KILT-F1 (higher is better)
Metric: KILT-F1 (higher is better)
| # | Model↕ | KILT-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Re2G | 49.8 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 2 | intersect | 44.4 | No | - | - | - |
| 3 | KGI_0 | 41.83 | No | - | - | - |
| 4 | Wikipedia | 40.73 | No | - | - | - |
| 5 | RAG | 37.91 | No | - | - | - |
| 6 | BERT + DPR | 37.58 | No | - | - | - |
| 7 | BART + DPR | 34.72 | No | - | - | - |
| 8 | Multitask DPR + BART | 34.7 | No | - | - | - |
| 9 | TABi | 0 | No | - | - | - |
| 10 | chriskuei | 0 | No | - | - | - |
| 11 | GENRE | 0 | No | - | - | - |
| 12 | Multi-task DPR | 0 | No | - | - | - |
| 13 | Sphere | 0 | No | - | - | - |
| 14 | BART | 0 | No | - | - | - |
| 15 | T5-base | 0 | No | - | - | Code |
| 16 | multi-task small | 0 | No | - | - | - |