Retrieval Quality on HotpotQA Shuffle-Hotpot-Dist
41.9F1 ScoreTri-RAG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Tri-RAG2026.04 | 41.9 | 28.9 | 85.7 | |
| KG2RAG2026.04 | 40.5 | 27.9 | 84 | |
| Semantic RAGrerank=true2026.04 | 33.9 | 21.3 | 88.6 | |
| Hybrid RAG2026.04 | 33.4 | 21 | 83.7 | |
| Semantic RAG2026.04 | 32.1 | 20.1 | 83.7 | |
| LightRAG2026.04 | 22.7 | 14.8 | 53.5 | |
| GraphRAG2026.04 | 21 | 13.8 | 48.2 |