Retrieval on NQ
72.8R@5Self-Correcting RAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Self-Correcting RAGCategory=Proposed Framework2026.04 | 72.8 | — | |
| RECOMPCategory=Advanced Selection & Reranking2026.04 | 71.5 | — | |
| EA-GraphRAG2026.02 | 71.3 | 53.9 | |
| HippoRAG2type=GraphRAG Baseline2026.02 | 70.8 | 52.3 | |
| FilcoCategory=Advanced Selection & Reranking2026.04 | 70.1 | — | |
| CRAGCategory=Iterative & Agentic RAG2026.04 | 69.5 | — | |
| RAG + MMRCategory=Advanced Selection & Reranking2026.04 | 68.3 | — | |
| Self-RAGCategory=Iterative & Agentic RAG2026.04 | 67.8 | — | |
| LongLLMLinguaCategory=Advanced Selection & Reranking2026.04 | 67.5 | — | |
| ColBERTv2type=RAG Baseline2026.02 | 65.4 | 47.4 | |
| IRCoTCategory=Iterative & Agentic RAG2026.04 | 65.2 | — | |
| DRAGCategory=Iterative & Agentic RAG2026.04 | 64.4 | — | |
| RRRCategory=Standard Baselines2026.04 | 63.4 | — | |
| RAPTORtype=GraphRAG Baseline2026.02 | 59.7 | 44.3 | |
| HyDECategory=Standard Baselines2026.04 | 58.6 | — | |
| NaiveCategory=Standard Baselines2026.04 | 56.1 | — | |
| BM25type=RAG Baseline2026.02 | 51.9 | 37.2 | |
| Contrievertype=RAG Baseline2026.02 | 50.9 | 36.2 | |
| HippoRAGtype=GraphRAG Baseline2026.02 | 43.4 | 29.6 |