Metric: Recall@20 (higher is better)
| # | Model↕ | Recall@20▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TOME-2 | 0.838 | No | Mention Memory: incorporating textual knowledge ... | 2021-10-12 | Code |
| 2 | SPAR-PAQ | 0.74 | No | Salient Phrase Aware Dense Retrieval: Can a Dens... | 2021-10-13 | Code |
| 3 | BM25 | 0.72 | No | Simple Entity-Centric Questions Challenge Dense ... | 2021-09-17 | Code |
| 4 | Zero-NeR | 0.671 | No | Can a Frozen Pretrained Language Model be used f... | 2023-03-09 | - |
| 5 | Contriever | 0.647 | No | Can a Frozen Pretrained Language Model be used f... | 2023-03-09 | - |
| 6 | DPR-multi | 0.567 | No | Simple Entity-Centric Questions Challenge Dense ... | 2021-09-17 | Code |
| 7 | DPR-NQ | 0.497 | No | Simple Entity-Centric Questions Challenge Dense ... | 2021-09-17 | Code |