| PIRE multi-chunk | ChunkNorris | R@1081 | | 96 | 1mo ago |
| PIRE single-chunk 1.0 (test) | ChunkNorris | R@1086 | | 96 | 1mo ago |
| BEIR (test) | Contriever | FiQA-2018 Score65.6 | | 90 | 22d ago |
| Robust04 | CEDR-KNRM | P@2046.67 | | 72 | 1mo ago |
| BEIR v1.0.0 (test) | ARHN(Filter) | ArguAna72.9 | | 65 | 4d ago |
| SciFact (test) | Ours | NDCG@100.906 | | 65 | 1mo ago |
| NFCorpus (test) | Ours | NDCG@100.462 | | 65 | 1mo ago |
| BEIR | Qwen3-8B | Average NDCG@100.635 | | 62 | 29d ago |
| TREC DL'19 | RSD | nDCG@1077 | | 61 | 1mo ago |
| NIAH (test) | | Average Score99.6 | | 59 | 10d ago |
| MS MARCO (test) | Ours | NDCG@100.714 | | 56 | 1mo ago |
| MS MARCO | IMRNNs | NDCG@1093 | | 56 | 1mo ago |
| TREC DL20 | ColBERTv2-rerank | NDCG@1075.6 | | 50 | 1mo ago |
| LIMIT benchmark (test) | | Recall@285.7 | | 46 | 29d ago |
| BRIGHT | Rewrite-then-Retrieve | Biology nDCG@1063.1 | | 45 | 5d ago |
| TREC-COVID | Blended RAG | NDCG@1087 | | 44 | 1mo ago |
| LoTTE pooled (test) | Double-encoder - Seismic | Retrieval Time (ms)1.3 | | 41 | 1mo ago |
| Scientific QA Base setting | DeepEra | HitRate@158.66 | | 38 | 1mo ago |
| COVID | LW-window (IQ) | nDCG@1078.1 | | 37 | 25d ago |
| SciFact | | nDCG@1077.77 | | 36 | 8d ago |
| BRIGHT 1.0 (test) | Rank-K-32B* | nDCG@10 (Avg)37.9 | | 35 | 1mo ago |
| TREC DL 2020 | SPLADE-v3 | nDCG@1075.4 | | 33 | 15d ago |
| FIQA BEIR (test) | Qwen3-8B | nDCG@1064.6 | | 32 | 29d ago |
| NQ320k | DSI (Semantic String Docid) | Hits@140.4 | | 32 | 1mo ago |
| SciFact BEIR (test) | monoT5-3B + BM25 | nDCG@1076.6 | | 31 | 5d ago |
