Intra-document Retrieval on FinAgentBench 1.0 (test)
71.58nDCG@10FINCARDS (Stage 1+Stage 2+Stage 3)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FINCARDS (Stage 1+Stage 2+Stage 3)Cand. Size=100→40→252026.01 | 71.58 | 78.69 | 89.17 | |
| FINCARDS (Stage 1+Stage 2)Cand. Size=100→402026.01 | 63.66 | 73.09 | 82.95 | |
| FINCARDS (Stage 1+Stage 3)Cand. Size=100→252026.01 | 58.23 | 68.42 | 77.56 | |
| Zero-shot LLM RerankingCand. Size=100→252026.01 | 55.8 | 66.5 | 78.2 | |
| Stage 1Cand. Size=252026.01 | 44.26 | 60.01 | 69.88 |