Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Re2G | 81.4 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 2 | Sphere | 80.33 | No | - | - | - |
| 3 | Wikipedia | 79.54 | No | - | - | - |
| 4 | intersect | 77.29 | No | - | - | - |
| 5 | RAG | 75.88 | No | - | - | - |
| 6 | BERT + DPR | 74.41 | No | - | - | - |
| 7 | BART + DPR | 67.79 | No | - | - | - |
| 8 | KGI_0 | 66.55 | No | - | - | - |
| 9 | Multitask DPR + BART | 66.53 | No | - | - | - |
| 10 | BART | 39.85 | No | - | - | - |
| 11 | T5-base | 27.83 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 12 | TABi | 0 | No | - | - | - |
| 13 | chriskuei | 0 | No | - | - | - |
| 14 | GENRE | 0 | No | - | - | - |
| 15 | Multi-task DPR | 0 | No | - | - | - |