Passage Retrieval on MS MARCO passage (dev)
0.4134NDCG@10E5-Base
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| E5-BaseRetrieval Paradigm=Dense Retrieval2025.12 | 0.4134 | 0.3439 | 0.9757 | |
| E5-Base + docT5queryRetrieval Paradigm=Dense Retrieval2025.12 | 0.4093 | 0.3403 | 0.9744 | |
| E5-Base + TCDERetrieval Paradigm=Dense Retrieval2025.12 | 0.3857 | 0.3155 | 0.9742 | |
| BM25 + docT5queryRetrieval Paradigm=Sparse Retrieval2025.12 | 0.3123 | 0.2482 | 0.9316 | |
| E5-Base + CSQERetrieval Paradigm=Dense Retrieval2025.12 | 0.2906 | 0.2331 | 0.9416 | |
| E5-Base + Q2DRetrieval Paradigm=Dense Retrieval2025.12 | 0.2862 | 0.2303 | 0.9356 | |
| BM25 + TCDERetrieval Paradigm=Sparse Retrieval2025.12 | 0.2549 | 0.2001 | 0.927 | |
| E5-Base + Q2CRetrieval Paradigm=Dense Retrieval2025.12 | 0.237 | 0.188 | 0.8792 | |
| BM25 + GRFRetrieval Paradigm=Sparse Retrieval2025.12 | 0.2358 | 0.1849 | 0.9172 | |
| BM25Retrieval Paradigm=Sparse Retrieval2025.12 | 0.2256 | 0.1762 | 0.8566 | |
| E5-Base + GRFRetrieval Paradigm=Dense Retrieval2025.12 | 0.2091 | 0.1648 | 0.8521 | |
| BM25 + Q2CRetrieval Paradigm=Sparse Retrieval2025.12 | 0.2057 | 0.1606 | 0.8793 | |
| BM25 + CSQERetrieval Paradigm=Sparse Retrieval2025.12 | 0.1701 | 0.133 | 0.845 | |
| BM25 + Q2DRetrieval Paradigm=Sparse Retrieval2025.12 | 0.1679 | 0.1306 | 0.8462 |