Dense Retrieval on TREC DL19 v1.5
72.26nDCG@10SFT+DPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SFT+DPOBase Retriever=BGE-base-en-v1.52026.03 | 72.26 | 48.86 | 95.35 | |
| Query2DocBase Retriever=BGE-base-en-v1.52026.03 | 71.11 | 47.79 | 95.35 | |
| BGE (raw)Base Retriever=BGE-base-en-v1.52026.03 | 70.16 | 44.85 | 94.19 | |
| SFT-onlyBase Retriever=BGE-base-en-v1.52026.03 | 70.04 | 47.25 | 95.36 | |
| DPO-onlyBase Retriever=BGE-base-en-v1.52026.03 | 68.86 | 46.58 | 94.2 | |
| Original model expansionBase Retriever=BGE-base-en-v1.52026.03 | 66.8 | 45.21 | 90.34 |