Retrieval Quality on HotpotQA Shuffle-Hotpot-Full
31.5F1Tri-RAG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Tri-RAG2026.04 | 31.5 | 20.5 | 79.2 | |
| KG2RAG2026.04 | 30.5 | 19.3 | 79 | |
| Semantic RAGrerank=true2026.04 | 28.6 | 17.9 | 75.4 | |
| Hybrid RAG2026.04 | 27.9 | 17.4 | 73.9 | |
| Semantic RAG2026.04 | 26.8 | 16.7 | 70.8 | |
| GraphRAG2026.04 | 19.9 | 12.6 | 51 | |
| LightRAG2026.04 | 11.6 | 7.3 | 29.5 |