Memory-World - History-Retention Protocol: leaderboard
Metric: Task Accuracy (%; pass@1, GUI-specialized agents, native prompts with full dialogue history). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | uitars-1.5-7B | 20.5 |
Interactive version: theaggregate.ai/benchmark?slug=memory-world-history-retention-protocol · How It Works · Data refreshed daily, snapshot 2026-09-25.