Unverified50% confidenceBenchmarkExact time
In 446 pairwise comparisons, CTD performed comparably in 21.1% of cases and was statistically significantly inferior to its competitors in only 6.1% of cases.
1
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50%
Confidence
Long-term
Relevance
9/15/2026
First Seen
Sources
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Related Claims
UnverifiedAcross a total of 446 pairwise comparisons, CTD statistically significantly outperforms current state-of-the-art methods in 72.9% of cases.77% similarUnverifiedThe DeepSuite benchmark has a false positive rate of 44.9% and a false negative rate of 1.2%.64% similarUnverifiedFor agent pairs with large reward gaps, the decision disagreement rate is below 1%.64% similarUnverifiedUnder the influence of multi-turn narratives, the models' final judgments shifted by an average of 25 percentage points compared to matched single-turn baselines.64% similarUnverified在MATH数据集的Level 5竞赛级难题上，前沿模型准确率仍低于60%63% similar
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