Context Prioritization on FinQA
98Recall@10Contriever
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Contriever2025.05 | 98 | 10 | |
| Cross-EncoderBackbone=MiniLM-L4-v22025.05 | 97 | 10 | |
| Cross-EncoderBackbone=BGE-Reranker-Large2025.05 | 97 | 11 | |
| Finetuned-SBERT2025.05 | 97 | 13 | |
| METEORAVariant=w/o Verifier2025.05 | 97 | 10 | |
| SBERTBackbone=MiniLM-L4-v22025.05 | 96 | 12 | |
| SBERTBackbone=E5-Large-v22025.05 | 96 | 12 | |
| METEORA2025.05 | 95 | 12 | |
| METEORAVariant=w/o Expansion2025.05 | 94 | 14 | |
| METEORAVariant=w/o DPO2025.05 | 92 | 11 | |
| RankRAGParameters=8b2025.05 | 89 | 7 | |
| RankLLaMAParameters=7b2025.05 | 85 | 8 |