Text Ranking2016en
MS MARCO
Large-scale passage ranking benchmark from Bing search queries
mrr@10
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | RankLLaMA-7BOpen Source Castorini (Waterloo) | 41.8 | Oct 2023 | |
| 2 | jina-reranker-v2-base-multilingualOpen Source Jina AI | 41.2 | Jun 2024 | |
| 3 | ColBERTv2Open Source Stanford | 39.7 | Jul 2022 | |
| 4 | MonoT5-3BOpen Source Castorini (Waterloo) | 39 | Nov 2020 |
Related Papers3
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Oct 2023Models: RankLLaMA-7B
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
Jul 2022Models: ColBERTv2
Document Ranking with a Pretrained Sequence-to-Sequence Model
Nov 2020Models: MonoT5-3B