Conversation-level retrieval on IMLogic
51.04AccuracyMemOS + RootMem
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MemOS + RootMemRetrieval Type=Hybrid2026.06 | 51.04 | 24.1 | 24.77 | 0.09 | |
| EverMemOS + RootMemRetrieval Type=Hybrid2026.06 | 50.41 | 23.51 | 25.99 | 0.09 | |
| LightMem + RootMemRetrieval Type=Hybrid2026.06 | 50.23 | 25.54 | 24.14 | 0.09 | |
| EverMemOSRetrieval Type=Hybrid2026.06 | 43.5 | 27.3 | 29.11 | 0.09 | |
| MemOSRetrieval Type=Hybrid2026.06 | 39.44 | 28.11 | 32.31 | 0.14 | |
| Mem0Retrieval Type=Semantic2026.06 | 38.18 | 22.11 | 39.53 | 0.18 | |
| Mem0GRetrieval Type=Graph2026.06 | 38.09 | 23.1 | 38.67 | 0.14 | |
| LightMemRetrieval Type=Semantic2026.06 | 37.55 | 29.69 | 32.67 | 0.09 | |
| A-MemRetrieval Type=Graph2026.06 | 37.32 | 29.6 | 32.9 | 0.18 | |
| TaciTreeRetrieval Type=Graph2026.06 | 30.46 | 14.12 | 55.37 | 0.05 |