Context Prioritization on QASPER
100Recall@8METEORA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| METEORAVariant=w/o Verifier2025.05 | 100 | 25 | |
| METEORA2025.05 | 99 | 26 | |
| METEORAVariant=w/o DPO2025.05 | 96 | 25 | |
| METEORAVariant=w/o Expansion2025.05 | 96 | 31 | |
| SBERTBackbone=E5-Large-v22025.05 | 94 | 27 | |
| Contriever2025.05 | 94 | 25 | |
| Cross-EncoderBackbone=MiniLM-L4-v22025.05 | 94 | 27 | |
| Cross-EncoderBackbone=BGE-Reranker-Large2025.05 | 93 | 27 | |
| Finetuned-SBERT2025.05 | 92 | 26 | |
| SBERTBackbone=MiniLM-L4-v22025.05 | 91 | 26 | |
| RankRAGParameters=8b2025.05 | 76 | 19 | |
| RankLLaMAParameters=7b2025.05 | 75 | 19 |