Unverified50% confidenceBenchmarkExact time
After removing longitudinal state, RadOnc-Agent's cross-stage workflow completion rate dropped from 96.50% to 84.00%.
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
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Related Claims
UnverifiedThe author deliberately introduced a genuine severe regression that reduced an agent's success rate from 92% to 52%, yet the statistical rule originally designed for this purpose passed the PR because the regression was concentrated in a small number of tasks rather than being uniformly distributed.65% similarUnverifiedWhen completing the same tasks, SWE-2 requires 58% fewer interaction turns than its predecessor SWE-1.7, costs 81% less, and achieves a higher score.63% similarUnverifiedThe team's model migration cut token costs by approximately 91% on the relevant call paths.62% similarUnverifiedFor a task that sequentially calls 5 APIs, even if the success rate of each step is 95%, the overall success rate drops to approximately 77%.61% similarUnverifiedRadOnc-Agent completed 96.67% of real patient case workflow executions across 120 workflow instances (360 executions) constructed from 60 de-identified patient records.60% similar
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