Memory Retrieval on PersonaMem 128K
43.5NDCG@1MemSifter
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MemSifter2026.03 | 43.5 | 61.7 | |
| GemmaEmb2026.03 | 37.07 | 54.72 | |
| ReaRank2026.03 | 33.86 | 55.74 | |
| ReasonRank2026.03 | 30.59 | 55.18 | |
| BGE-M32026.03 | 28.25 | 52.34 |
| Method | Links | ||
|---|---|---|---|
| MemSifter2026.03 | 43.5 | 61.7 | |
| GemmaEmb2026.03 | 37.07 | 54.72 | |
| ReaRank2026.03 | 33.86 | 55.74 | |
| ReasonRank2026.03 | 30.59 | 55.18 | |
| BGE-M32026.03 | 28.25 | 52.34 |