Information Retrieval on FinAgentBench
10.81nDCG@10Qwen3-Embedding-0.6B + rewrite
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-Embedding-0.6B + rewriteRetriever=Qwen3-Embedding-0.6B, Rewriting=Retriever-aware Query Rewriting2026.06 | 10.81 | |
| Qwen3-Embedding-0.6BRetriever=Qwen3-Embedding-0.6B2026.06 | 9.1 | |
| BM25 + rewriteRetriever=BM25, Rewriting=Retriever-aware Query Rewriting2026.06 | 9.02 | |
| BM25Retriever=BM252026.06 | 8.17 | |
| Contriever + rewriteRetriever=Contriever, Rewriting=Retriever-aware Query Rewriting2026.06 | 7.39 | |
| all-MiniLM-L6-v2 + rewriteRetriever=all-MiniLM-L6-v2, Rewriting=Retriever-aware Query Rewriting2026.06 | 7.17 | |
| all-MiniLM-L6-v2Retriever=all-MiniLM-L6-v22026.06 | 6.69 | |
| ContrieverRetriever=Contriever2026.06 | 6.43 |