Episodic Memory Retrieval on Epbench 6+ Cues 200-Chapters Book
94PrecisionHippoRAG2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HippoRAG22025.11 | 94 | 67.5 | 74.6 | |
| GSW2025.11 | 89 | 82.2 | 83.4 | |
| Embedding RAG2025.11 | 88.6 | 62.4 | 68 | |
| LightRAG2025.11 | 82.2 | 45.8 | 56.1 | |
| GraphRAG2025.11 | 81.6 | 53.7 | 60.7 | |
| Vanilla LLM2025.11 | 80.6 | 22.9 | 32.5 |