Unverified50% confidenceFactExact time
200个token中若有140个落入绿名单（70%），z值约为5.66，对应p值小于10的-7次方
1
Sources
50%
Confidence
Long-term
Relevance
8/24/2026
First Seen
Sources
Related Entities
Related Claims
Unverified水印检测通过统计假设检验（如z-test）判定文本是否由带水印模型生成，200个token中140个落入绿名单时z值约为5.66，p值小于10的-7次方62% similarUnverified在5%显著性水平下测试100个随机因子，期望会有5个看起来显著（多重假设检验问题）57% similarUnverified常见的数据集划分比例为70/15/15或80/10/1056% similarUnverifiedIn the HumanEval test, Ornith left 45 questions unanswered with a 97% pass rate on answered questions and an overall score of 70%; Qwen left 29 questions unanswered with a 98% pass rate on answered questions and an overall score of 80%.56% similarUnverifiedIn normal human writing, approximately 50% of words fall on the green-list side, because the vocabulary is randomly partitioned.56% similar
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