Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | intersect | 62.24 | No | - | - | - |
| 2 | Re2G | 60.97 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 3 | Wikipedia | 60.83 | No | - | - | - |
| 4 | Sphere | 56.57 | No | - | - | - |
| 5 | KGI_0 | 53.38 | No | - | - | - |
| 6 | RAG | 52.35 | No | - | - | - |
| 7 | BART + DPR | 49.54 | No | - | - | - |
| 8 | Multitask DPR + BART | 48.43 | No | - | - | - |
| 9 | BERT + DPR | 47.09 | No | - | - | - |
| 10 | BART | 28.69 | No | - | - | - |
| 11 | T5-base | 27.73 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 12 | multi-task small | 3.72 | No | - | - | - |
| 13 | TABi | 0 | No | - | - | - |
| 14 | chriskuei | 0 | No | - | - | - |
| 15 | GENRE | 0 | No | - | - | - |
| 16 | Multi-task DPR | 0 | No | - | - | - |