Retrieval on PopQA
65.5R@5Self-Correcting RAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Self-Correcting RAGCategory=Proposed Framework2026.04 | 65.5 | — | |
| DRAGCategory=Iterative & Agentic RAG2026.04 | 61.8 | — | |
| RECOMPCategory=Advanced Selection & Reranking2026.04 | 60.1 | — | |
| CRAGCategory=Iterative & Agentic RAG2026.04 | 58.7 | — | |
| FilcoCategory=Advanced Selection & Reranking2026.04 | 58.2 | — | |
| RAG + MMRCategory=Advanced Selection & Reranking2026.04 | 55.6 | — | |
| Self-RAGCategory=Iterative & Agentic RAG2026.04 | 54.5 | — | |
| EA-GraphRAG2026.02 | 54.1 | 49.2 | |
| LongLLMLinguaCategory=Advanced Selection & Reranking2026.04 | 53.8 | — | |
| HippoRAGtype=GraphRAG Baseline2026.02 | 52.8 | 44.6 | |
| IRCoTCategory=Iterative & Agentic RAG2026.04 | 52.7 | — | |
| HippoRAG2type=GraphRAG Baseline2026.02 | 50.9 | 48 | |
| RRRCategory=Standard Baselines2026.04 | 49.4 | — | |
| ColBERTv2type=RAG Baseline2026.02 | 48.9 | 47 | |
| HyDECategory=Standard Baselines2026.04 | 43.2 | — | |
| Contrievertype=RAG Baseline2026.02 | 42.4 | 34.3 | |
| NaiveCategory=Standard Baselines2026.04 | 35.7 | — | |
| BM25type=RAG Baseline2026.02 | 29.8 | 24.8 | |
| RAPTORtype=GraphRAG Baseline2026.02 | 29.3 | 28.9 |