Ranking on TREC
0.822nDCGNLE (conditional)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NLE (conditional)Explanation Type=conditional, LLM=LLaMA2-13B-Chat2024.02 | 0.822 | 0.534 | |
| NLE (literal)Explanation Type=literal, LLM=LLaMA2-13B-Chat2024.02 | 0.815 | 0.529 | |
| NCCalibration type=No Calibration2024.02 | 0.799 | 0.494 | |
| PCCalibration type=Post-hoc Calibration2024.02 | 0.799 | 0.494 | |
| PLCalibration type=Platt Linear2024.02 | 0.79 | 0.473 | |
| PRCalibration type=Platt Ranking2024.02 | 0.786 | 0.457 | |
| FC (monoBERT)Calibration type=Full Calibration, Backbone=monoBERT2024.02 | 0.776 | 0.422 | |
| FC (BERT)Calibration type=Full Calibration, Backbone=BERT2024.02 | 0.738 | 0.327 |