Memory Utility Evaluation on LoCoMo MC10
75.7AccuracySummarization
Evaluation Results
| Method | Links | |
|---|---|---|
| SummarizationStrategy=Summarize2026.06 | 75.7 | |
| Assistant Role InclusionStrategy=Asst. Role2026.06 | 75.2 | |
| Mem0Strategy=Baseline2026.06 | 73.6 | |
| Anti-Sycophancy PromptingStrategy=Prompting2026.06 | 72.6 |