Unverified50% confidenceFactExact time
In the controlled sweep of the general-data proportion in safety SFT, the over-refusal curve is non-monotonic, with the inflection point falling in the 40%–50% general-data proportion range.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
Unverified在标准行人检测数据集(如MOTChallenge)上训练的模型,在俯视视角下的检测精度(mAP)通常下降40%-60%65% similarUnverifiedTop-p (nucleus sampling) filters out extremely low-probability outputs by truncating the long tail of the probability distribution.64% similarUnverified当综合评估指数中顶尖模型得分接近天花板时会出现基准饱和问题,60分对59分的差距在统计学上通常处于误差范围之内63% similarUnverifiedUnder the condition of n=100 with an even split of positive and negative samples, the 95% confidence interval for 55% accuracy is roughly 45%–65%, which covers the 50% baseline, so the 5 percentage point gap may be random fluctuation.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1032795API
curl https://kongchang.com/api/v1/knowledge/claims/1032795MCP
get_claim(id=1032795)