Information Retrieval on Touche BEIR 2020 (test)
51.2nDCG@10Exp4Fuse
Evaluation results
| Method | Links | |
|---|---|---|
| Exp4FuseBase Retriever=BM252025.06 | 51.2 | |
| BM252025.06 | 44.2 | |
| RepLLaMA + RankLLaMA-13B2025.06 | 40.6 | |
| Exp4FuseBase Retriever=docT5query2025.06 | 39.9 | |
| docT5query2025.06 | 34.7 | |
| Exp4FuseBase Retriever=SPLADE++-v12025.06 | 33.3 | |
| monoT5-3B + BM252025.06 | 32.4 | |
| PSI-Rank_{Dyn,Avg}Pipeline Configuration=BM25 (∞) → mono-T5 (∞) → duo-T5, IPQ=12.32026.04 | 30.9 | |
| PSI-Rank_{Dyn}Pipeline Configuration=BM25 (100) → mono-T5 (∞) → duo-T5, IPQ=13.12026.04 | 30.8 | |
| uniCOIL2025.06 | 29.8 | |
| SimLM + query2doc2025.06 | 25.6 | |
| BM25 (100)Pipeline Configuration=Fixed-k, IPQ=100.02026.04 | 25.2 | |
| SPLADE++-v12025.06 | 24.6 | |
| TAS-B2025.06 | 22.2 | |
| SimLM2025.06 | 8.9 |