Unverified50% confidenceFactExact time
Rewriting one criterion in a prompt causes the pass rate of other criteria within the same prompt to fluctuate by 5 to 10 percentage points.
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50%
Confidence
Long-term
Relevance
10/3/2026
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Related Claims
UnverifiedResearch shows that in certain tasks, simply changing '请判断' to '请分析' in a prompt can cause accuracy fluctuations of 5–10 percentage points.76% similarUnverifiedSimply rearranging the order of few-shot examples can cause accuracy to fluctuate by more than 20 percentage points.75% similarUnverifiedIn document deskewing, even a tilt of 3–5 degrees can cause recognition rates to drop by more than 10%.73% similarUnverifiedAblation analysis shows that fine-tuning on the segment paradigm yields a +5.29-point improvement on the test set, while replacing the first 4,500 transcript words with 2,000 retrieved words yields only a +1.55-point improvement.72% similar
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