Information Retrieval on IRB1K
82.8Score (2024)BGE-m3
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BGE-m3Retrieval Stage=Reranking with Cohere Rerank 3.52026.02 | 82.8 | 76.8 | 82.5 | 73.1 | 77.1 | 77.6 | 85.8 | 91.1 | 80.3 | 70.4 | 80.2 | |
| text-embedding-3-smallRetrieval Stage=Reranking with Cohere Rerank 3.52026.02 | 81.7 | 75.1 | 82.8 | 67.9 | 75.8 | 75.8 | 85.6 | 91.6 | 78.9 | 68.6 | 79.3 | |
| E5-base-v2Retrieval Stage=Reranking with Cohere Rerank 3.52026.02 | 78.4 | 72.5 | 82.2 | 60 | 72.6 | 72.1 | 84.8 | 91.6 | 75.7 | 69.2 | 76.4 | |
| BM25Retrieval Stage=Reranking with Cohere Rerank 3.52026.02 | 72.1 | 63.8 | 83.6 | 32.8 | 65.2 | 62.7 | 83.3 | 88.9 | 67.7 | 66.4 | 68.4 | |
| BGE-m3Retrieval Stage=First stage retrieval2026.02 | 68.9 | 60.8 | 69.5 | 53.6 | 61.7 | 63 | 75.9 | 78.4 | 65.2 | 56.6 | 66.5 | |
| text-embedding-3-smallRetrieval Stage=First stage retrieval2026.02 | 66.5 | 60.7 | 69.4 | 50.2 | 61.3 | 61.6 | 73.6 | 78.9 | 64.5 | 49.9 | 59.2 | |
| E5-base-v2Retrieval Stage=First stage retrieval2026.02 | 63 | 52.4 | 67.9 | 34 | 53.4 | 54.7 | 72.6 | 75.5 | 57.3 | 56.2 | 56.1 | |
| BM25Retrieval Stage=First stage retrieval2026.02 | 58.4 | 54.1 | 75.6 | 13.4 | 52.2 | 50.3 | 75.5 | 80.3 | 56 | 56.7 | 56.4 |