Metric: Recall@10 (higher is better)
| # | Model↕ | Recall@10▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SPLADEv3 | 0.6851 | No | SPLADE-v3: New baselines for SPLADE | 2024-03-11 | Code |
| 2 | Dragon+ | 0.6817 | No | How to Train Your DRAGON: Diverse Augmentation T... | 2023-02-15 | Code |
| 3 | MiniLM-L12-v2 | 0.6709 | No | MiniLLM: Knowledge Distillation of Large Languag... | 2023-06-14 | Code |
| 4 | BM25 | 0.6388 | No | - | - | - |
| 5 | ColBERTv2 | 0.6371 | No | ColBERTv2: Effective and Efficient Retrieval via... | 2021-12-02 | Code |
| 6 | Contriever-MS | 0.6314 | No | Unsupervised Dense Information Retrieval with Co... | 2021-12-16 | Code |
| 7 | GTR-XL | 0.6122 | No | Large Dual Encoders Are Generalizable Retrievers | 2021-12-15 | Code |
| 8 | Contriever | 0.5567 | No | Unsupervised Dense Information Retrieval with Co... | 2021-12-16 | Code |