Unverified50% confidenceFactExact time
In the Best-of-N strategy, if the probability of success in a single sample is p, then the probability of at least one success in N independent samples is 1-(1-p)^N, which approaches 1 as N increases.
1
Sources
50%
Confidence
Long-term
Relevance
9/7/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedReAct's errors amplify in a chain: if the accuracy per step is p, the overall success rate after n steps is approximately p to the power of n; with a per-step accuracy of 95%, the overall success rate drops to approximately 59.9% after 10 steps and only 35.8% after 20 steps.73% similarUnverified并行调用N个独立服务时至少一个超标的概率为1-(0.99)^N，N=50时约39.5%，N=100时约63.4%72% similarUnverified对同一测试用例执行多次调用统计成功比例得到通过率，比二元的通过/失败判断更能反映模型真实表现70% similarUnverifiedWhen Top-P is set to 0.5, selection is made only from the top 50% probability words; when set to 1, all words have a chance of being selected.69% similarUnverified若单帧误检率为p，连续8帧独立误检的概率为p^8，即使单帧误检率高达10%，8帧连续误检概率也只有10^-868% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/868430API
curl https://kongchang.com/api/v1/knowledge/claims/868430MCP
get_claim(id=868430)