Long-context understanding on LongMemEval M 500K
40.2ScoreFM-DS-V4
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FM-DS-V4Description=Augmented with Memory Indexer2026.06 | 40.2 | 0.7 | |
| DS-V4-FlashDescription=Standard, unaltered model2026.06 | 39.3 | 7.61 | |
| Random 10%Description=Naive sparse routing control2026.06 | 25.7 | 0.93 | |
| Recency OnlyDescription=Sliding-window fallback control2026.06 | 23.1 | 0.19 |