Episodic Memory Retrieval on Epbench 200-Chapters Book (Overall)
86.5PrecisionGSW
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GSW2025.11 | 86.5 | 89.4 | 85 | |
| Embedding RAG2025.11 | 83.2 | 80.7 | 77.1 | |
| HippoRAG22025.11 | 81.2 | 78.7 | 75.3 | |
| GraphRAG2025.11 | 78.1 | 74.8 | 71.4 | |
| Vanilla LLM2025.11 | 76.6 | 61.6 | 62.9 | |
| LightRAG2025.11 | 76.3 | 69.9 | 67.8 |