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ms-marco is a state-of-the-art machine learning benchmark indexed on Codesota. This page tracks published model results, top scores per metric, and the SOTA timeline for ms-marco.
Only 4 models on this benchmark
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Higher is better
| Rank | Model | Source | Score | Year | Paper |
|---|---|---|---|---|---|
| 1 | RankLLaMA-7B RankLLaMA-7B MRR@10 MS MARCO dev. Paper reports beating RankT5 (40.3) by 1.5 pts. | Community | 41.8 | 2023 | Source |
| 2 | jina-reranker-v2-base-multilingual Jina-reranker-v2-base-multilingual MRR@10 on MS MARCO dev set from Jina AI model page. | Community | 41.2 | 2024 | Source |
| 3 | ColBERTv2 ColBERTv2 MRR@10 on MS MARCO dev set. From original paper Table 2. | Community | 39.7 | 2022 | Source |
| 4 | MonoT5-3B MonoT5-3B MRR@10 on MS MARCO passage dev (full set). Castorini pygaggle experiments. | Community | 39 | 2021 | Source |