Question Answering on Mix
50.6F1Graph-R1 (3B)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Graph-R1 (3B)Base Model=Qwen2.5-3B-Instruct, Evaluation Protocol=Zero-Shot Results Without Domain Training2025.07 | 50.6 | 38.48 | |
| HyperGraphRAGBase Model=GPT-4o-mini2025.07 | 48.71 | — | |
| StandardRAGBase Model=GPT-4o-mini2025.07 | 43.2 | — | |
| PathRAGBase Model=GPT-4o-mini2025.07 | 37.07 | — | |
| Search-R1 (3B)Base Model=Qwen2.5-3B-Instruct, Evaluation Protocol=Zero-Shot Results Without Domain Training2025.07 | 31.9 | 23.83 | |
| LightRAGBase Model=GPT-4o-mini2025.07 | 27.03 | — | |
| HippoRAG2Base Model=GPT-4o-mini2025.07 | 21.53 | — | |
| GraphRAGBase Model=GPT-4o-mini2025.07 | 19.27 | — | |
| NaiveGenerationBase Model=GPT-4o-mini2025.07 | 16.93 | — |