Unverified50% confidenceTradeoffExact time
当所有模型在某评测上都能拿90分时该评测就应退场，即基准饱和现象
1
Sources
50%
Confidence
Long-term
Relevance
7/23/2026
First Seen
Sources
Cursor揭秘：递归模型改进如何让AI自我进化
Related Claims
UnverifiedIn a well-calibrated model, an output score of 0.8 should statistically correspond to an actual accuracy of 80%.72% similarUnverifiedWhen samples are severely imbalanced, Accuracy becomes misleading—a model that predicts everyone as healthy can still achieve an accuracy of over 99%.69% 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69% similarUnverifiedA 95% confidence level means that if the same methodology were used to conduct 100 surveys, approximately 95 of them would produce results falling within the margin of error.69% similarUnverified在案例测试中，直接将所有原始资料塞给AI的校验分为2/100，而经过上下文编译处理后的校验分为90/10068% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/598126API
curl https://kongchang.com/api/v1/knowledge/claims/598126MCP
get_claim(id=598126)