Dense Retrieval on Natural Question (test)
77.04Recall@10RetroMAE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RetroMAEFine-tuning strategy=DPR2022.05 | 77.04 | 81.72 | 83.99 | 86.04 | 88.12 | |
| CondenserFine-tuning strategy=DPR2022.05 | 75.62 | 80.53 | 82.69 | 85.01 | 87.11 | |
| SEEDFine-tuning strategy=DPR2022.05 | 74.54 | 79.58 | 82.08 | 84.32 | 87.01 | |
| BERTFine-tuning strategy=DPR2022.05 | 73.99 | 79.25 | 81.36 | 83.96 | 86.68 | |
| DiffCSEFine-tuning strategy=DPR2022.05 | 73.93 | 79.34 | 81.55 | 84.07 | 86.73 | |
| LaPraDoRFine-tuning strategy=DPR2022.05 | 73.77 | 79.2 | 81.55 | 83.99 | 86.77 | |
| SimCSEFine-tuning strategy=DPR2022.05 | 72.91 | 78.64 | 81.25 | 83.91 | 86.7 | |
| DeBERTaFine-tuning strategy=DPR2022.05 | 71.52 | 77.78 | 80.22 | 82.69 | 85.1 | |
| ROBERTaFine-tuning strategy=DPR2022.05 | 71.5 | 76.76 | 79.39 | 82.11 | 84.76 |