Unverified50% confidenceCautionExact time

Teams concerned about latency or cost budgets need a separate test harness, because a pass-rate floor says nothing about tail behavior.

1

Sources

50%

Confidence

Long-term

Relevance

10/15/2026

First Seen

Sources

Eval Regression False Alarms? Compute a Noise Floor for Every Case First

rss10/15/2026

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评估闸门concept Latency Budgetconcept

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UnverifiedThe test sets of benchmarks are often static and closed, allowing vendors to train and optimize for specific benchmarks to make models perform impressively, which does not mean that generalization capabilities improve in tandem69% similar

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