Response Quality on HotpotQA Shuffle-Hotpot-Dist
55.9F1 ScoreTri-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Tri-RAG2026.04 | 55.9 | 58.5 | 57.8 | |
| KG2RAG2026.04 | 54.5 | 57.2 | 56.6 | |
| Semantic RAGrerank=true2026.04 | 53.2 | 56 | 54.6 | |
| Hybrid RAG2026.04 | 52 | 54.8 | 53.4 | |
| Semantic RAG2026.04 | 50.8 | 53.3 | 52.4 | |
| GraphRAG2026.04 | 35.1 | 36.5 | 40.1 | |
| LightRAG2026.04 | 28.5 | 28.4 | 40.4 | |
| LLM-only2026.04 | 15.8 | 17.5 | 15.8 |