Text Ranking2021en
BEIR
Heterogeneous information retrieval benchmark across 18 datasets
ndcg@10
| # | Model | Score | Paper / Code | Date |
|---|---|---|---|---|
| 1 | NV-Embed-v2Open Source NVIDIA | 62.65 | Sep 2024 | |
| 2 | GTE-Qwen2-7B-instructOpen Source Alibaba | 60.25 | Jun 2024 | |
| 3 | E5-Mistral-7B-instructOpen Source Microsoft | 56.9 | Jan 2024 | |
| 4 | ColBERTv2Open Source Stanford | 49.4 | Jul 2022 |
Related Papers3
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
Sep 2024Models: NV-Embed-v2
Improving Text Embeddings with Large Language Models
Jan 2024Models: E5-Mistral-7B-instruct
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
Jul 2022Models: ColBERTv2