Information Retrieval on Robust04 (Recall@100, NDCG@10)
46.5Recall@100ReBOL-QR-UCB
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReBOL-QR-UCBQuery Variant=QR, Acquisition=UCB2026.03 | 46.5 | 63.3 | |
| ReBOL-QR-GreedyQuery Variant=QR, Acquisition=Greedy2026.03 | 45.6 | 63.6 | |
| ReBOL-IQ-GreedyQuery Variant=IQ, Acquisition=Greedy2026.03 | 45.1 | 61.3 | |
| ReBOL-IQ-UCBQuery Variant=IQ, Acquisition=UCB2026.03 | 44.9 | 60.7 | |
| SPLADE2026.03 | 38.5 | 46.8 | |
| ReBOL-IQ-Top-kQuery Variant=IQ, Acquisition=Top-k2026.03 | 38.1 | 59.5 | |
| ReBOL-QR-Top-kQuery Variant=QR, Acquisition=Top-k2026.03 | 37.6 | 59.6 | |
| BM25 Flattype=Flat2026.03 | 37.5 | 40.7 | |
| BM25 MFtype=MF2026.03 | 37.5 | 40.7 | |
| ReBOL-QR-Rand.Query Variant=QR, Acquisition=Random2026.03 | 36.1 | 47.4 | |
| Dense (QR)Query Variant=QR2026.03 | 35 | 44.2 | |
| PW (QR)Query Variant=QR2026.03 | 35 | 61.2 | |
| LW-one-call (QR)Query Variant=QR, Mode=one-call2026.03 | 35 | 52.8 | |
| LW-window (QR)Query Variant=QR, Mode=window2026.03 | 35 | 58.6 | |
| Dense (IQ)Query Variant=IQ2026.03 | 32.7 | 40.5 | |
| PW (IQ)Query Variant=IQ2026.03 | 32.7 | 59.8 | |
| LW-one-call (IQ)Query Variant=IQ, Mode=one-call2026.03 | 32.7 | 51.3 | |
| LW-window (IQ)Query Variant=IQ, Mode=window2026.03 | 32.7 | 56.7 | |
| ReBOL-IQ-Rand.Query Variant=IQ, Acquisition=Random2026.03 | 31.9 | 38.2 |