Retrieval Quality on HotpotQA Dist
44.1F1 ScoreTri-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Tri-RAG2026.04 | 44.1 | 31.9 | 91.4 | |
| KG2RAG2026.04 | 43.6 | 30.1 | 90.8 | |
| Semantic RAGrerank=true2026.04 | 35.7 | 22.4 | 93.2 | |
| Hybrid RAG2026.04 | 35.4 | 22.2 | 92.1 | |
| Semantic RAG2026.04 | 34.3 | 20.6 | 89.4 | |
| GraphRAG2026.04 | 25.5 | 16.7 | 59.4 | |
| LightRAG2026.04 | 23.4 | 15 | 63.8 |