Simple QA on PopQA (test)
50.2EMNodeRAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NodeRAG2026.02 | 50.2 | 62.7 | |
| IGMiRAG2026.02 | 49.8 | 62.4 | |
| LightRAG2026.02 | 49.1 | 60.3 | |
| Hyper-RAG2026.02 | 49.1 | 59.9 | |
| Naive RAGTop-k retrieved slices=52026.02 | 48.9 | 60.6 | |
| Naive RAGTop-k retrieved slices=32026.02 | 46.6 | 58.6 | |
| Naive RAGTop-k retrieved slices=12026.02 | 41.3 | 51.9 | |
| PathRAG2026.02 | 33.1 | 44.3 | |
| Cog-RAG2026.02 | 30.1 | 44.3 | |
| GPT-4o-mini2026.02 | 20.7 | 24.5 |