Metric: Recall@5 (higher is better)
| # | Model↕ | Recall@5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | single ngram | 99.34 | No | - | - | - |
| 2 | KGI_1 | 99.23 | No | - | - | - |
| 3 | chriskuei | 98.89 | No | - | - | - |
| 4 | TABi | 98.71 | No | - | - | - |
| 5 | Wikipedia | 97.87 | No | - | - | - |
| 6 | GENRE | 97.83 | No | - | - | - |
| 7 | MetaRAG | 96.64 | No | - | - | - |
| 8 | KGI_0 (reupload) | 95.19 | No | - | - | - |
| 9 | Multitask DPR + BART | 93.05 | No | - | - | - |
| 10 | Multi-task DPR | 93.05 | No | - | - | - |
| 11 | Coop. Distil Bert | 63.85 | No | - | - | - |
| 12 | DensePhrases | 60.47 | No | Learning Dense Representations of Phrases at Scale | 2020-12-23 | Code |
| 13 | 10k | 60.47 | No | - | - | - |
| 14 | RAG | 59.52 | No | - | - | - |
| 15 | BERT + DPR | 40.11 | No | - | - | - |
| 16 | BART + DPR | 39.21 | No | - | - | - |
| 17 | Sphere | 0 | No | - | - | - |
| 18 | bart-base+ssm | 0 | No | - | - | - |
| 19 | BART | 0 | No | - | - | - |
| 20 | T5-base | 0 | No | - | - | Code |
| 21 | multi-task small | 0 | No | - | - | - |