Memory Evaluation on LoCoMo
94.37ScoreSynthius-Mem
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Synthius-MemReports adversarial=Yes2026.04 | 94.37 | 99.55 | |
| MemMachineReports adversarial=No2026.04 | 91.69 | — | |
| Human baselineReports adversarial=Yes2026.04 | 87.9 | 89.4 | |
| ENGRAMReports adversarial=No2026.04 | 77.55 | — | |
| TiMemReports adversarial=No2026.04 | 75.3 | — | |
| MemOSReports adversarial=No2026.04 | 69.24 | — | |
| Mem0-GraphReports adversarial=No2026.04 | 68.5 | — | |
| Mem0Reports adversarial=No2026.04 | 66.9 | — | |
| MemoryOSReports adversarial=No2026.04 | 60.79 | — | |
| MemPalaceReports adversarial=No2026.04 | 60.3 | — | |
| LangMemReports adversarial=No2026.04 | 58.1 | — | |
| ChatGPT MemoryReports adversarial=No2026.04 | 52.9 | — | |
| A-MEMReports adversarial=Yes2026.04 | 51.29 | 1 |