Information Retrieval on SCIDOCS Full-BEIR
23.1nDCG@10 (baseline)SOFTCENTROID
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SOFTCENTROIDEncoder=gte-base-en-v1.5, K=3, alpha=0.5, tau=0.05, Fusion mix=BM25 score-level mix at w=0.12026.05 | 23.1 | 0.87 | 1.12 | 0.25 | |
| SOFTCENTROIDEncoder=bge-large-en-v1.5, K=3, alpha=0.5, tau=0.05, Fusion mix=BM25 score-level mix at w=0.12026.05 | 20.9 | 0.88 | 2.42 | 1.54 | |
| SOFTCENTROIDEncoder=e5-large-v2, K=3, alpha=0.5, tau=0.05, Fusion mix=BM25 score-level mix at w=0.12026.05 | 20.6 | 0.77 | 0.81 | 0.05 | |
| SOFTCENTROIDEncoder=e5-base-v2, K=3, alpha=0.5, tau=0.05, Fusion mix=BM25 score-level mix at w=0.12026.05 | 18.6 | 0.54 | 1.17 | 0.63 |