Retrieval on BRIDGE (test)
87Hit@10Arctic
Evaluation results
| Method | Links | |
|---|---|---|
| ArcticCategory=Dense2026.02 | 87 | |
| ANCE + MT5Category=ANCE + Rerank, Reranker=MT52026.02 | 83 | |
| SpladeCategory=Sparse2026.02 | 80 | |
| ANCE + NBoostCategory=ANCE + Rerank, Reranker=NBoost2026.02 | 80 | |
| ANCE + MLMCategory=ANCE + Rerank, Reranker=MLM2026.02 | 80 | |
| ANCE + ELECCategory=ANCE + Rerank, Reranker=ELEC2026.02 | 80 | |
| AggretrieverCategory=Dense2026.02 | 79 | |
| BM25 + MT5Category=BM25 + Rerank, Reranker=MT52026.02 | 78 | |
| ColBERTCategory=Dense2026.02 | 77 | |
| ANCE + TBERTCategory=ANCE + Rerank, Reranker=TBERT2026.02 | 77 | |
| BM25 + NBoostCategory=BM25 + Rerank, Reranker=NBoost2026.02 | 76 | |
| BM25 + MLMCategory=BM25 + Rerank, Reranker=MLM2026.02 | 75 | |
| BM25 + ELECCategory=BM25 + Rerank, Reranker=ELEC2026.02 | 75 | |
| BM25 + MuGICategory=BM25 + Rewrite, Rewriter=MuGI2026.02 | 75 | |
| ANCECategory=Dense2026.02 | 74 | |
| FaissCategory=Dense2026.02 | 73 | |
| BM25 + TBERTCategory=BM25 + Rerank, Reranker=TBERT2026.02 | 72 | |
| BM25 + Q2dCategory=BM25 + Rewrite, Rewriter=Q2d2026.02 | 71 | |
| BPRCategory=Dense2026.02 | 69 | |
| BM25 + HyDECategory=BM25 + Rewrite, Rewriter=HyDE2026.02 | 67 | |
| SBERTCategory=Dense2026.02 | 66 | |
| BM25Category=Sparse2026.02 | 65 | |
| DimRedCategory=Dense2026.02 | 60 | |
| DPRCategory=Dense2026.02 | 54 | |
| ContrieverCategory=Dense2026.02 | 50 |