Memory Updating on HaluMem
94.55C ScoreMemReader-4B-GRPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MemReader-4B-GRPOModel Scale=4B, Training=GRPO2026.04 | 94.55 | 0.32 | 5.12 | |
| MemReader-4B-SFTModel Scale=4B, Training=SFT2026.04 | 90.78 | 0.26 | 8.74 | |
| MemReader-0.6BModel Scale=0.6B2026.04 | 82.69 | 0.77 | 16.51 | |
| MemOS2026.04 | 62.11 | 0.42 | 37.48 | |
| Zep2026.04 | 47.28 | 0.42 | 52.31 | |
| Zep2026.06 | 47.28 | 0.42 | 52.31 | |
| TRUSTMEM2026.06 | 46.84 | 0.53 | 48.64 | |
| Mem-T2026.06 | 45.53 | 3.35 | 51.12 | |
| Mem02026.04 | 25.5 | 0.45 | 74.02 | |
| Mem02026.06 | 25.5 | 0.45 | 74.02 | |
| Mem0-Graph2026.04 | 24.5 | 0.26 | 75.24 | |
| Supermemory2026.04 | 16.37 | 1.15 | 82.47 | |
| Supermemory2026.06 | 16.37 | 1.15 | 82.47 | |
| MemAgent2026.06 | 11.66 | 4.55 | 83.78 | |
| Memobase2026.04 | 5.2 | 0.55 | 94.25 | |
| Memobase2026.06 | 5.2 | 0.55 | 94.25 | |
| AtomMem2026.06 | 2.14 | 4.29 | 93.57 |