100K-scale deep-research retrieval transfer on BrowseComp-Plus
58AccuracyVISTA (full)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VISTA (full)State=✓, Ctrl=✓, Recov=✓2026.06 | 58 | 135,000 | |
| Claude CodeState=✗, Ctrl=✓, Recov=∼2026.06 | 52 | 247,000 | |
| VISTA w/o dashboardState=✗, Ctrl=✓, Recov=✓2026.06 | 50 | 423,000 | |
| SLIM (summary)State=✗, Ctrl=∼, Recov=✗2026.06 | 49.3 | 162,000 | |
| Auto-Archive + RecoverState=✗, Ctrl=✗, Recov=✓2026.06 | 45.3 | 133,000 | |
| Context-FoldingState=✗, Ctrl=✓, Recov=✗2026.06 | 43.3 | 166,000 | |
| VISTA w/o recoveryState=✓, Ctrl=✓, Recov=✗2026.06 | 43.3 | 161,000 | |
| Tool-result ClearingState=✗, Ctrl=✗, Recov=✗2026.06 | 42.7 | 161,000 | |
| Active Ctx. CompressionState=✗, Ctrl=✓, Recov=✗2026.06 | 42.7 | 162,000 | |
| Skeleton CompressionState=✗, Ctrl=✗, Recov=✗2026.06 | 40 | 85,000 | |
| ReActState=✗, Ctrl=✗, Recov=✗2026.06 | 39.3 | 163,000 | |
| Stale-obs. MaskingState=✗, Ctrl=✗, Recov=✗2026.06 | 38 | 68,000 |