Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Re2G | 87.68 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 2 | KGI_1 | 84.36 | No | - | - | - |
| 3 | single ngram | 83.72 | No | - | - | - |
| 4 | Wikipedia | 81.34 | No | - | - | - |
| 5 | MetaRAG | 78.66 | No | - | - | - |
| 6 | KGI_0 (reupload) | 77.9 | No | - | - | - |
| 7 | RAG | 59.2 | No | - | - | - |
| 8 | BART + DPR | 59.16 | No | - | - | - |
| 9 | Sphere | 57.02 | No | - | - | - |
| 10 | DensePhrases | 53.9 | No | Learning Dense Representations of Phrases at Scale | 2020-12-23 | Code |
| 11 | 10k | 53.9 | No | - | - | - |
| 12 | Coop. DistilBert | 49.04 | No | - | - | - |
| 13 | BART | 45.06 | No | - | - | - |
| 14 | T5-base | 43.56 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 15 | multi-task small | 19.3 | No | - | - | - |
| 16 | GENRE | 0.1 | No | - | - | - |
| 17 | JivBest | 0.02 | No | - | - | - |
| 18 | TABi | 0 | No | - | - | - |
| 19 | chriskuei | 0 | No | - | - | - |
| 20 | Multi-task DPR | 0 | No | - | - | - |