Response Quality on HotpotQA Full
64.2F1 ScoreTri-RAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Tri-RAG2026.04 | 64.2 | 67.8 | 64.8 | |
| KG2RAG2026.04 | 63.1 | 66.5 | 64.3 | |
| Semantic RAGrerank=true2026.04 | 58.7 | 61.3 | 60.3 | |
| Hybrid RAG2026.04 | 55.1 | 58.2 | 55.8 | |
| Semantic RAG2026.04 | 52.8 | 55.8 | 53.5 | |
| LightRAG2026.04 | 26.1 | 25.9 | 36.4 | |
| LLM-only2026.04 | 23.7 | 25.9 | 23.4 | |
| GraphRAG2026.04 | 16.9 | 15.7 | 42.9 |