Unverified50% confidenceFactExact time
DeepEval does not raise an error when the sum of scoring rubric weights is not 1.0, and performs no sanity check.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
Unverified验证集和测试集不应做任何数据增强,评估应在真实未经处理的数据上进行71% similarUnverifiedNo single metric deserves complete trust; accuracy and calibration should be used together, and it should be confirmed that evaluation questions are consistent with deployment scenarios.66% similarUnverifiedOne should not equate the number of LLM reviewers with evidential strength, nor assume that cross-validation with top models from different vendors eliminates error correlation; error correlation correction should be performed before claiming that one system is significantly better.66% similarUnverifiedBenchmark scores cannot be directly equated with production environment performance, and independent verification before launch remains indispensable.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1018294API
curl https://kongchang.com/api/v1/knowledge/claims/1018294MCP
get_claim(id=1018294)