```
For more details on the usage, see Applications - Information Retrieval
Performance
Performance is evaluated on TREC-DL 2019 and TREC-DL 2020, which are a query-passage retrieval task where multiple queries have been annotated as with their relevance with respect to the given query.  Further, we evaluate on the MS Marco Passage Retrieval dataset. 
| Approach       | MRR@10 (MS Marco Dev) | NDCG@10 (TREC DL 19 Reranking) | NDCG@10 (TREC DL 20 Reranking) |   Queries (GPU / CPU) | Docs (GPU / CPU)
| ------------- | :-------------: | :-------------: | :---: | :---: | :---: |
| Models tuned with normalized embeddings | |
| msmarco-MiniLM-L6-cos-v5 | 32.27 | 67.46 | 64.73 | 18,000 / 750 | 2,800 / 180
| msmarco-MiniLM-L12-cos-v5 | 32.75 | 65.14 | 67.48 | 11,000 / 400 | 1,500 / 90
| msmarco-distilbert-cos-v5 | 33.79 | 70.24 | 66.24  | 7,000 / 350 | 1,100 / 70
