Context Prioritization on CUAD (R@12, P@12)
94R@12METEORA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| METEORAVariant=w/o Verifier2025.05 | 94 | 11 | |
| METEORA2025.05 | 93 | 12 | |
| METEORAVariant=w/o Expansion2025.05 | 90 | 14 | |
| METEORAVariant=w/o DPO2025.05 | 89 | 12 | |
| SBERTBackbone=MiniLM-L4-v22025.05 | 78 | 11 | |
| Cross-EncoderBackbone=BGE-Reranker-Large2025.05 | 78 | 11 | |
| SBERTBackbone=E5-Large-v22025.05 | 77 | 12 | |
| Finetuned-SBERT2025.05 | 76 | 11 | |
| Contriever2025.05 | 73 | 10 | |
| Cross-EncoderBackbone=MiniLM-L4-v22025.05 | 71 | 10 | |
| RankLLaMAParameters=7b2025.05 | 71 | 8 | |
| RankRAGParameters=8b2025.05 | 60 | 7 |