Information Retrieval on BEIR 11 Tasks
55.7nDCG@10 (Overall)E5-mistral-7B
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| E5-mistral-7BZero-shot retrieval=true2025.10 | 55.7 | 56.4 | 48.6 | 39.6 | 68.8 | |
| OpenAI-EmbedZero-shot retrieval=true2025.10 | 54.2 | 56.3 | 47.2 | 37.6 | 63.4 | |
| BGE-LargeZero-shot retrieval=true2025.10 | 51.8 | 53.8 | 47.9 | 38.1 | 56.5 | |
| BGE-BaseZero-shot retrieval=true2025.10 | 50.5 | 52.5 | 47.1 | 36 | 55.2 | |
| E5-LargeZero-shot retrieval=true2025.10 | 49.2 | 51.7 | 47.9 | 37.4 | 48.8 | |
| E5-BaseZero-shot retrieval=true2025.10 | 48.9 | 51.8 | 46.1 | 35 | 50.2 | |
| ZeroGR-3BZero-shot retrieval=true2025.10 | 48.1 | 49.2 | 45.8 | 34.7 | 53.8 | |
| GTR-T5-largeZero-shot retrieval=true2025.10 | 48 | 53.3 | 37.4 | 33.4 | 50 | |
| ContrieverZero-shot retrieval=true2025.10 | 47.6 | 51.5 | 43 | 33.9 | 47.6 | |
| GTR-T5-baseZero-shot retrieval=true2025.10 | 45.3 | 50.7 | 35.3 | 32.7 | 45.3 | |
| GritLM-7BZero-shot retrieval=true2025.10 | 45 | 47.7 | 48.2 | 36.9 | 37.8 | |
| BM25Zero-shot retrieval=true2025.10 | 42.4 | 45.4 | 38.8 | 32.7 | 41.6 |