Metric: EM (higher is better)
| # | Model↕ | EM▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | intersect | 53.74 | No | - | - | - |
| 2 | Re2G | 51.73 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 3 | Wikipedia | 51.59 | No | - | - | - |
| 4 | Sphere | 46.05 | No | - | - | - |
| 5 | KGI_0 | 45.22 | No | - | - | - |
| 6 | RAG | 44.39 | No | - | - | - |
| 7 | BART + DPR | 41.27 | No | - | - | - |
| 8 | Multitask DPR + BART | 39.75 | No | - | - | - |
| 9 | BERT + DPR | 38.64 | No | - | - | - |
| 10 | BART | 21.75 | No | - | - | - |
| 11 | T5-base | 19.6 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 12 | multi-task small | 0.35 | No | - | - | - |
| 13 | TABi | 0 | No | - | - | - |
| 14 | chriskuei | 0 | No | - | - | - |
| 15 | GENRE | 0 | No | - | - | - |
| 16 | Multi-task DPR | 0 | No | - | - | - |