Retrieval on RAVine nuggetized MS MARCO
63.7nDCG@10NuggetIndex-Active
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NuggetIndex-ActiveType=NuggetIndex, Configuration=Active2026.04 | 63.7 | 31.2 | 35.3 | 37.2 | 23.5 | 27.2 | |
| Dense-PassageType=Passage retrieval2026.04 | 34.9 | 7.1 | 9.8 | 11.9 | 13.6 | 14.9 | |
| BM25-PassageType=Passage retrieval2026.04 | 32.5 | 9.1 | 11.8 | 18.4 | 16.6 | 18.5 | |
| Hybrid-PassageType=Passage retrieval2026.04 | 32.4 | 9.1 | 11.8 | 18.4 | 16.6 | 18.5 | |
| Proposition-RAGType=Proposition retrieval, Governance=atomic, no governance2026.04 | 21.8 | 6.2 | 10 | 10 | 14.4 | 15.8 | |
| GraphRAGType=Graph-based retrieval2026.04 | 20.5 | 6.4 | 9.7 | 9.8 | 14.2 | 16.6 |