Text Classification on WOS (test)
0.4Hallucinated RateAGRAG
Evaluation Results
| Method | Links | |
|---|---|---|
| AGRAGCategory=Walking-based RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 0.4 | |
| HippoRAG2Category=Walking-based RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 4.25 | |
| LightRAGCategory=Community-based RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 5.89 | |
| F.GraphRAGCategory=Walking-based RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 6.06 | |
| GraphRAGCategory=Community-based RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 6.9 | |
| SiReRAGCategory=Tree-based RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 7.36 | |
| RAPTORCategory=Tree-based RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 7.4 | |
| NaiveRAGCategory=Traditional RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 9.96 | |
| L.LLMLinguaCategory=Traditional RAG, Backbone=Qwen2.5-14B-Instruct2025.11 | 21.96 | |
| Qwen-2.5-14BCategory=Pure LLM, Backbone=Qwen2.5-14B-Instruct2025.11 | 36.88 |