Unverified50% confidenceDecision RuleExact time
An ideal benchmark should fix the model, tools, and task distribution, varying only trajectory length as a single variable.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedDevelopers should establish benchmarks with fixed test cases to regularly evaluate the output quality of platform models, rather than judging by intuition.77% similarUnverified测试用例应是可编辑、可检索的结构化数据，包含测试步骤、预期结果和变量定义，而非死板文档74% similarUnverifiedAgent behavior is shaped collectively by context, tool schemas, model versions, and adapters, while traditional unit tests focus only on deterministic outputs.72% similarUnverifiedNormalization parameters must be calculated only from the training set and then applied to the validation and test sets to avoid data leakage.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/898878API
curl https://kongchang.com/api/v1/knowledge/claims/898878MCP
get_claim(id=898878)