Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | single ngram | 74.63 | No | - | - | - |
| 2 | Wikipedia | 73.96 | No | - | - | - |
| 3 | KGI_1 | 72.55 | No | - | - | - |
| 4 | MetaRAG | 71.61 | No | - | - | - |
| 5 | KGI_0 (reupload) | 68.97 | No | - | - | - |
| 6 | Multitask DPR + BART | 57.95 | No | - | - | - |
| 7 | DensePhrases | 47.42 | No | Learning Dense Representations of Phrases at Scale | 2020-12-23 | Code |
| 8 | 10k | 47.42 | No | - | - | - |
| 9 | RAG | 44.74 | No | - | - | - |
| 10 | Sphere | 36.55 | No | - | - | - |
| 11 | Coop. Distil Bert | 36.23 | No | - | - | - |
| 12 | BART + DPR | 30.43 | No | - | - | - |
| 13 | bart-base+ssm | 11.22 | No | - | - | - |
| 14 | BART | 9.14 | No | - | - | - |
| 15 | T5-base | 9.02 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 16 | BERT + DPR | 6.93 | No | - | - | - |
| 17 | multi-task small | 3.38 | No | - | - | - |
| 18 | GENRE | 0.02 | No | - | - | - |
| 19 | chriskuei | 0 | No | - | - | - |
| 20 | TABi | 0 | No | - | - | - |
| 21 | Multi-task DPR | 0 | No | - | - | - |