Long-context Memory Retrieval and QA on 10x LoCoMo
20.53F1 ScoreA-MEM graph
Evaluation results
| Method | Links | ||
|---|---|---|---|
| A-MEM graphStorage Budget (%)=Base2026.06 | 20.53 | 7.86 | |
| Mem0Storage Budget (%)=Base2026.06 | 20.39 | 6.34 | |
| A-MEM graphStorage Budget (%)=702026.06 | 20.33 | 7.95 | |
| A-MEM graphStorage Budget (%)=602026.06 | 20.06 | 7.98 | |
| Mem0Storage Budget (%)=702026.06 | 19.86 | 6.17 | |
| Mem0Storage Budget (%)=602026.06 | 19.55 | 6.03 | |
| A-MEM graphStorage Budget (%)=502026.06 | 19.16 | 7.23 | |
| Mem0Storage Budget (%)=502026.06 | 18.99 | 6 | |
| Mem0Storage Budget (%)=402026.06 | 18.58 | 5.81 | |
| Mem0Storage Budget (%)=302026.06 | 18 | 5.64 | |
| A-MEM graphStorage Budget (%)=402026.06 | 17.76 | 6.59 | |
| A-MEM graphStorage Budget (%)=302026.06 | 16.6 | 5.74 |