Unverified50% confidenceBenchmarkExact time
Simply rearranging the order of few-shot examples can cause accuracy to fluctuate by more than 20 percentage points.
1
Sources
50%
Confidence
Long-term
Relevance
9/9/2026
First Seen
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Related Claims
VerifiedIf the accuracy per step is 95%, after 20 steps the overall accuracy will drop to approximately 36%.71% similarUnverifiedLID accuracy at switching points is typically 10–20 percentage points lower than LID accuracy at non-switching points.70% similarUnverified参数量在1亿以下的轻量模型经领域数据微调后可达95%以上意图分类准确率，单次推理延迟控制在5-20ms以内67% similarUnverified该研究发现同一模型不同部署时间点在代码生成和逻辑推理任务上通过率可能出现10%至20%的显著波动，且方向不总是单向改善66% similar
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