Response Quality on HotpotQA Hotpot-Dist
67.8F1 ScoreTri-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Tri-RAG2026.04 | 67.8 | 69.5 | 69.3 | |
| KG2RAG2026.04 | 66.3 | 69 | 68.3 | |
| Hybrid RAG2026.04 | 65.3 | 67.6 | 65.5 | |
| Semantic RAGrerank=true2026.04 | 65.2 | 68.5 | 66.5 | |
| Semantic RAG2026.04 | 61.7 | 64.6 | 64.3 | |
| GraphRAG2026.04 | 40 | 40.8 | 49.1 | |
| LightRAG2026.04 | 29.3 | 28.8 | 48 | |
| LLM-only2026.04 | 23.7 | 25.9 | 23.4 |