Long-context Memory Retrieval and QA on LoCoMo 3x
23.44F1 ScoreA-MEM graph
Evaluation results
| Method | Links | ||
|---|---|---|---|
| A-MEM graphStorage Budget (%)=Base2026.06 | 23.44 | 8.9 | |
| A-MEM graphStorage Budget (%)=602026.06 | 23.24 | 9.23 | |
| A-MEM graphStorage Budget (%)=702026.06 | 23.07 | 8.93 | |
| Mem0Storage Budget (%)=Base2026.06 | 22.04 | 5.88 | |
| A-MEM graphStorage Budget (%)=502026.06 | 21.63 | 8.79 | |
| Mem0Storage Budget (%)=702026.06 | 21.52 | 6.43 | |
| Mem0Storage Budget (%)=502026.06 | 20.85 | 6.51 | |
| A-MEM graphStorage Budget (%)=402026.06 | 20.79 | 7.79 | |
| Mem0Storage Budget (%)=602026.06 | 20.65 | 6.21 | |
| Mem0Storage Budget (%)=20132026.06 | 20.13 | 5.99 | |
| A-MEM graphStorage Budget (%)=302026.06 | 19 | 7.02 | |
| Mem0Storage Budget (%)=302026.06 | 19 | 5.59 |