Passage Retrieval on TREC DL 2020 (evaluation)
0.7178NDCG@10E5-Base + TCDE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| E5-Base + TCDERetrieval Paradigm=Dense Retrieval2025.12 | 0.7178 | 0.2222 | 0.8268 | |
| E5-Base + docT5queryRetrieval Paradigm=Dense Retrieval2025.12 | 0.6974 | 0.2095 | 0.7668 | |
| E5-BaseRetrieval Paradigm=Dense Retrieval2025.12 | 0.6714 | 0.1974 | 0.7735 | |
| E5-Base + CSQERetrieval Paradigm=Dense Retrieval2025.12 | 0.6539 | 0.196 | 0.8127 | |
| BM25 + CSQERetrieval Paradigm=Sparse Retrieval2025.12 | 0.6423 | 0.1994 | 0.8567 | |
| BM25 + GRFRetrieval Paradigm=Sparse Retrieval2025.12 | 0.6143 | 0.1931 | 0.8604 | |
| BM25 + TCDERetrieval Paradigm=Sparse Retrieval2025.12 | 0.6039 | 0.1829 | 0.8588 | |
| BM25 + docT5queryRetrieval Paradigm=Sparse Retrieval2025.12 | 0.5902 | 0.1815 | 0.7808 | |
| E5-Base + Q2DRetrieval Paradigm=Dense Retrieval2025.12 | 0.5839 | 0.1734 | 0.7401 | |
| BM25 + Q2DRetrieval Paradigm=Sparse Retrieval2025.12 | 0.53 | 0.1538 | 0.7459 | |
| BM25 + Q2CRetrieval Paradigm=Sparse Retrieval2025.12 | 0.5224 | 0.1426 | 0.7621 | |
| E5-Base + GRFRetrieval Paradigm=Dense Retrieval2025.12 | 0.4973 | 0.1328 | 0.6538 | |
| E5-Base + Q2CRetrieval Paradigm=Dense Retrieval2025.12 | 0.496 | 0.139 | 0.6481 | |
| BM25Retrieval Paradigm=Sparse Retrieval2025.12 | 0.4787 | 0.1362 | 0.7456 |