Long-term Memory Question Answering on REALTALK (Overall)
37.41Multi-hop F1H-MEM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| H-MEM2026.05 | 37.41 | 82.39 | 45.59 | 74.29 | 26.03 | 77.78 | 39.31 | 78.16 | |
| EverMemOS2026.05 | 35.78 | 72.76 | 41.77 | 80.56 | 25.03 | 71.3 | 36.81 | 75.96 | |
| MemTree2026.05 | 31.18 | 66.45 | 25.67 | 58.93 | 25.24 | 58.33 | 27.88 | 61.95 | |
| MemOS2026.05 | 30.66 | 65.12 | 25.19 | 56.74 | 24.46 | 58.33 | 27.34 | 60.44 | |
| Mem02026.05 | 28.44 | 53.49 | 14.51 | 37.62 | 23.37 | 63.89 | 21.58 | 48.08 | |
| Zep2026.05 | 28.15 | 62.79 | 23.18 | 54.23 | 20.54 | 54.63 | 24.84 | 57.83 | |
| MemoryOS2026.05 | 26.83 | 51.16 | 13.02 | 36.68 | 22.5 | 62.04 | 20.14 | 46.43 |