Multi-hop Question Answering on CS
74.83F1 ScorePRoH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRoHvariant=Full2025.10 | 74.83 | 68.44 | 80 | |
| PRoH-Lvariant=Lightweight2025.10 | 62.11 | 65.09 | 69.08 | |
| PRoH2025.10 | 54.15 | 57.72 | 66.79 | |
| PRoH-Lvariant=Light2025.10 | 46.61 | 60.79 | 60.17 | |
| SCmode=LLM-only2025.10 | 46.42 | 0 | 60.34 | |
| COTmode=LLM-only2025.10 | 42.41 | 0 | 58.16 | |
| IOmode=LLM-only2025.10 | 39.27 | 0 | 0 | |
| HyperGraphRAG2025.10 | 31.3 | 60.09 | 57.94 | |
| HyperGraphRAG2025.10 | 29.95 | 68.78 | 58.72 | |
| StandardRAG2025.10 | 28.93 | 48.4 | 56.89 | |
| StandardRAG2025.10 | 27.34 | 59.42 | 57.11 | |
| PathRAG2025.10 | 26.73 | 41.89 | 54.13 | |
| LLM-only2025.10 | 18.65 | 0 | 48.87 | |
| HippoRAG22025.10 | 17.34 | 23.99 | 47.87 |