Verified65% confidenceFactExact time
In a well-calibrated model, an output score of 0.8 should statistically correspond to an actual accuracy of 80%.
3
Sources
65%
Confidence
Long-term
Relevance
8/4/2026
First Seen
Sources
置信度评分vs二元规则匹配：AI系统该如何选择
redditr/LanguageTechnology8/3/2026
Related Claims
Unverified功效分析中统计功效（Statistical Power）通常设为 80% 以上80% similarVerifiedA perfectly calibrated model achieves an accuracy of exactly 70% across all predictions for which it claims 70% confidence.77% similarVerified80% of accuracy improvement comes from engineering, and 20% comes from model capability.76% similarUnverifiedCalibrated confidence means that when the system gives a score of 0.9, the probability of being correct should be close to 90%.75% 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74% similar
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