Long-context understanding on RULER 128K (Score and GPU Memory)
94.3ScoreDS-V4-Flash
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DS-V4-FlashDescription=Standard, unaltered model2026.06 | 94.3 | 1.95 | |
| FM-DS-V4Description=Augmented with Memory Indexer2026.06 | 93.2 | 0.26 | |
| Random 10%Description=Naive sparse routing control2026.06 | 32.3 | 0.32 | |
| Recency OnlyDescription=Sliding-window fallback control2026.06 | 21.6 | 0.14 |