Information Retrieval on BEIR BM25 Top-1000 initial retrieval
82.1TREC-COVIDListT5
Evaluation results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ListT5Model Size=base, Basic unit r=22024.02 | 82.1 | 36.1 | 55 | 57.5 | 73.6 | 41.8 | 30.9 | 50.9 | 54.7 | 46.9 | 31.5 | 40.5 | 86.4 | 44.9 | 18 | 81 | 24.9 | 74.9 | 51.8 | |
| RankT5Model Size=base2024.02 | 79.1 | 35.3 | 57.6 | 57.6 | 73.8 | 41.1 | 28.6 | 45.9 | 57.2 | 26.6 | 37 | 38.1 | 82.9 | 45.1 | 17.1 | 77.8 | 20.6 | 73.6 | 49.7 | |
| MonoT5Model Size=base2024.02 | 78.3 | 36.1 | 52.6 | 55.9 | 70.9 | 41.2 | 29.3 | 47.8 | 55.4 | 24.2 | 26.4 | 40.1 | 84.2 | 43.1 | 17 | 77.9 | 23.3 | 73.3 | 48.7 |