Unverified50% confidenceBenchmarkExact time
The data shows that 'purely independent modes' occur in fewer than 5% of cases.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSome 'high partial scores' in evaluations mask a true delivery rate of only 0% to 4%.70% similarUnverifiedEarly interpretability research found that unexpressed scoring-related reasoning was present in approximately 5% of training segments.66% similarVerifiedIn scenarios with extreme class imbalance, even an accuracy as high as 95% may indicate that the model is completely unable to identify the minority class.66% similarUnverifiedAggregate metrics (such as average scores) mask failures in long-tail scenarios; when 95% of routine cases perform excellently, the collapse of the remaining 5% of edge cases leaves no obvious mark on the overall score.66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/907712API
curl https://kongchang.com/api/v1/knowledge/claims/907712MCP
get_claim(id=907712)