Retrieval on NarrativeQA
29.11Recall@3QRRanker-4B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QRRanker-4Bmethod_category=Reranking Methods, rerank_top_k=50, initial_retriever=SFT-Embedding-8B2026.02 | 29.11 | 38.89 | 54.93 | |
| Qwen-Reranker-4B (trained)method_category=Reranking Methods, rerank_top_k=50, initial_retriever=SFT-Embedding-8B, status=trained2026.02 | 25.84 | 35.05 | 49.62 | |
| QRHeads-4B (out-of-box)method_category=Reranking Methods, rerank_top_k=50, initial_retriever=SFT-Embedding-8B, status=out-of-box2026.02 | 24.28 | 33.44 | 48.89 | |
| GroupRank-32B*method_category=Reranking Methods, rerank_top_k=50, initial_retriever=SFT-Embedding-8B, run_type=single run evaluation2026.02 | 23.98 | 33.76 | 48.83 | |
| SFT-Embedding-8Bmethod_category=Embedding Methods2026.02 | 21.31 | 29.77 | 44.17 | |
| Qwen-Reranker-4B (out-of-box)method_category=Reranking Methods, rerank_top_k=50, initial_retriever=SFT-Embedding-8B, status=out-of-box2026.02 | 20.83 | 28.25 | 41.98 | |
| Qwen3-Embedding-8Bmethod_category=Embedding Methods2026.02 | 14.98 | 20.92 | 32.39 | |
| Qwen3-Embedding-4Bmethod_category=Embedding Methods2026.02 | 12.57 | 18.33 | 28.08 |