Retrieval on POPQA Frequent (R@10, R@20)
89.9R@10NV-Embed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NV-Embed2026.02 | 89.9 | 90.6 | |
| Gemma2026.02 | 88.7 | 90.2 | |
| RPDR-Randomdata_selection=randomly sampled from augmented long-tail distribution2026.02 | 82.7 | 87.3 | |
| BGE2026.02 | 82.4 | 87.9 | |
| RPDRdata_selection=round-trip prediction-based2026.02 | 81.3 | 87.1 | |
| ContrieverBackbone=BERT2026.02 | 80 | 85.8 | |
| BM 252026.02 | 53.8 | 61.1 |