Unverified50% confidenceOpinionExact time
Format compliance and semantic correctness in code large models are two relatively independent capability dimensions, and when selecting a model one cannot look only at pass rates like HumanEval; an end-to-end applicability evaluation for the actual output channel is also needed.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
Unverified受限解码在保证格式正确性的同时，可能改变模型实际采样分布，导致语义质量的次优选择75% similarUnverifiedFor models, verbose and explicit code tends to be easier to accurately generate and parse, because the context is more complete and there is less ambiguity.73% similarUnverified该基准将语义正确性与输出格式合规性分离开来评分73% similarUnverifiedJudging how semantically close two pieces of text are cannot be done well with hand-written rule-based programs; it requires a large model to perform comparative scoring.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1036235API
curl https://kongchang.com/api/v1/knowledge/claims/1036235MCP
get_claim(id=1036235)