Question Answering on HaluMem (Metrics C, H, O)
67.23Metric CMemOS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MemOS2026.04 | 67.23 | 15.17 | 17.59 | |
| MemReader-0.6BModel Scale=0.6B2026.04 | 59.48 | 28.38 | 12.14 | |
| Mem-T2026.06 | 59.43 | 26.11 | 13.98 | |
| MemReader-4B-GRPOModel Scale=4B, Training=GRPO2026.04 | 56.99 | 28.67 | 14.34 | |
| MemReader-4B-SFTModel Scale=4B, Training=SFT2026.04 | 56.3 | 28.44 | 15.26 | |
| Zep2026.04 | 55.47 | 21.92 | 22.62 | |
| Zep2026.06 | 55.47 | 21.92 | 22.62 | |
| TRUSTMEM2026.06 | 55.22 | 6.07 | 12.46 | |
| Mem0-Graph2026.04 | 54.66 | 19.28 | 26.06 | |
| Supermemory2026.04 | 54.07 | 22.24 | 23.69 | |
| Supermemory2026.06 | 54.07 | 22.24 | 23.69 | |
| Mem02026.04 | 53.02 | 19.17 | 27.81 | |
| Mem02026.06 | 53.02 | 19.17 | 27.81 | |
| MemAgent2026.06 | 42.11 | 28.7 | 28.12 | |
| Memobase2026.04 | 35.33 | 29.97 | 34.71 | |
| Memobase2026.06 | 35.33 | 29.97 | 34.71 | |
| AtomMem2026.06 | 31.27 | 5.56 | 64 |