Open-Domain Question Answering on KILT: Natural Questions
Metric: KILT-EM (higher is better)
Metric: KILT-EM (higher is better)
| # | Model↕ | KILT-EM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Re2G | 43.56 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 2 | intersect | 38.78 | No | - | - | - |
| 3 | KGI_0 | 36.36 | No | - | - | - |
| 4 | Wikipedia | 35.32 | No | - | - | - |
| 5 | RAG | 32.69 | No | - | - | - |
| 6 | BERT + DPR | 31.99 | No | - | - | - |
| 7 | BART + DPR | 30.06 | No | - | - | - |
| 8 | Multitask DPR + BART | 29.09 | 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 | - | - | - |