Long-context understanding on RULER 64K (Score and Memory Overhead)
95ScoreFM-DS-V4
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FM-DS-V4Description=Augmented with Memory Indexer2026.06 | 95 | 0.19 | |
| DS-V4-FlashDescription=Standard, unaltered model2026.06 | 94.7 | 0.97 | |
| Random 10%Description=Naive sparse routing control2026.06 | 52.8 | 0.21 | |
| Recency OnlyDescription=Sliding-window fallback control2026.06 | 36.6 | 0.14 |