Unverified50% confidenceFactExact time
Different papers often use faithfulness threshold values ranging from 70% to 95%, lacking a unified standard.
1
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50%
Confidence
Long-term
Relevance
9/30/2026
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Related Claims
UnverifiedResearch shows that when humans assign 90% confidence, their actual accuracy rate is often only around 70%, indicating a systematic overconfidence74% similarUnverifiedAccording to data examples from the LlamaIndex blog, setting the confidence threshold to 0.7 corresponds to approximately 95% precision.72% similarUnverifiedThe standard margin of error for Gallup polls is typically kept within ±3–4 percentage points at a 95% confidence level.72% similarUnverifiedThe paired 95% confidence interval for the strict score gain from evidence replacement is [8.77, 10.43].72% similar
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