Dense Retrieval on TREC DL20 v1.5
0.7057nDCG@10SFT+DPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SFT+DPOBase Retriever=BGE-base-en-v1.52026.03 | 0.7057 | 0.4944 | 0.9396 | |
| SFT-onlyBase Retriever=BGE-base-en-v1.52026.03 | 0.6976 | 0.4835 | 0.9321 | |
| DPO-onlyBase Retriever=BGE-base-en-v1.52026.03 | 0.6825 | 0.4758 | 0.9204 | |
| BGE (raw)Base Retriever=BGE-base-en-v1.52026.03 | 0.6768 | 0.4628 | 0.9256 | |
| Query2DocBase Retriever=BGE-base-en-v1.52026.03 | 0.6697 | 0.4537 | 0.9091 | |
| Original model expansionBase Retriever=BGE-base-en-v1.52026.03 | 0.6571 | 0.4475 | 0.9189 |