System ranking correlation on TREC-DL 21
0.921MAP@100UMBRELA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UMBRELAadaptation=score thresholding2026.01 | 0.921 | 0.868 | |
| monoT5 3Badaptation=score thresholding2026.01 | 0.902 | 0.842 | |
| Rank1-14Badaptation=score thresholding2026.01 | 0.889 | 0.822 | |
| Rank1-32Badaptation=score thresholding2026.01 | 0.882 | 0.835 | |
| Rank1-7Badaptation=score thresholding2026.01 | 0.881 | 0.844 | |
| monoT5 baseadaptation=score thresholding2026.01 | 0.872 | 0.784 | |
| monoT5 largeadaptation=score thresholding2026.01 | 0.87 | 0.814 | |
| RankLLaMA-7Badaptation=score thresholding2026.01 | 0.86 | 0.799 | |
| RankLLaMA-13Badaptation=score thresholding2026.01 | 0.856 | 0.836 |