Answer Generation on LongMemEval-s
60.24o-J ScoreAll-Mem
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| All-Mem2026.03 | 60.2 | 45.19 | 36.42 | 45.94 | |
| Mem02026.03 | 55.8 | 36.1 | 28.05 | 36.06 | |
| LightMem2026.03 | 54.2 | 34.33 | 26.28 | 34.12 | |
| HippoRAG 22026.03 | 53.2 | 32.9 | 24.35 | 32.8 | |
| A-Mem2026.03 | 50.4 | 30.82 | 22.77 | 30.91 | |
| Full History2026.03 | 47 | 15.3 | 17.18 | 25.62 | |
| Naive RAG2026.03 | 45.8 | 24.92 | 16.76 | 25.11 | |
| MemGPT2026.03 | 42.8 | 20.25 | 12.84 | 20.7 |