Unverified50% confidenceBenchmarkExact time
With in-the-wild data, task success rate rises from 36% to 78%.
1
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50%
Confidence
Long-term
Relevance
10/26/2026
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Related Claims
UnverifiedIn the overall results of the 82 offline tasks in OS World 20, the average completion rate rose from approximately 72% to approximately 79%.66% similarUnverifiedIn cross-task transfer experiments, the research states inherited from three source tasks raised the average base value of 12 held-out NatureBench tasks from 12.01 under cold start to 21.89, and the proportion matching SOTA jumped from 41.7% to 86.1%.65% similarUnverifiedReal-world experimental results show that using only simulated pretraining, the execution success rate on target tasks increased from 9.6% to 31.7%.64% similarUnverifiedIn the experiment, unit completion accuracy increased from 72.4% to 84.9%, a gain of 12.5 percentage points.63% similarUnverifiedWhen each attack was repeated 25 times, the average success rate across five tasks rose from 57% to 80%.63% similar
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