Unverified50% confidencePredictionExact time
The DeciFlow author reveals plans to add in the future a score type for evaluation and scoring, and a noul type for yes/no probability judgments
1
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50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
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Related Claims
UnverifiedDeciFlow's classification output includes category probabilities and confidence information75% similarUnverifiedThe core claim of jevals is the introduction of typed decisions, which constrain evaluation outputs within a predefined, verifiable type system.65% similarUnverified当前主流的Eval方法分为三类：基于规则的确定性评估、基于参考答案的相似度评估（如ROUGE、BERTScore）、以及LLM-as-Judge模式63% similarUnverifiedThe scoring API can rate the relevance/quality of retrieved candidate documents or candidate answers generated by a model, helping to select the optimal results to reduce hallucinations.62% similarUnverifiedThe author argues that evaluation should cover both the model layer (reasoning, knowledge, coding, instruction following) and the endpoint layer (speed, reliability, cost, and scalability).62% similar
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