Unverified50% confidenceFactExact time
To demonstrate equivalence at 0.01 AUROC with 80% power, twelve runs per method are required even if the two methods are exactly equal.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the demo, approximately 10 out of 11 measures were successfully converted and approved, with only 1 unsupported, resulting in an automation rate of approximately 90%68% similarVerifiedIn a well-calibrated model, an output score of 0.8 should statistically correspond to an actual accuracy of 80%.66% similarUnverifiedCalibration means that when a model claims 80% confidence, over the long run about 80% of those are correct; an uncalibrated score is only a relative magnitude and cannot be used as a threshold.66% similarUnverifiedUsing the behavioral features of each state for failure prediction, the AUROC on the held-out set reaches as high as 0.94.66% similarUnverified研究表明经过良好校准的LLM裁判与人工标注的一致性可达80%以上66% similar
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