Conceptevaluation framework / 评测体系
Evaluation Framework
A methodological framework used in AI product engineering for the systematic assessment of model performance. It encompasses multi-dimensional automated evaluation pipelines covering boundary inputs, adversarial samples, multi-turn dialogues, latency, and throughput. This framework represents a critical engineering capability that distinguishes demonstration prototypes from production-grade products.
Timeline (last 90 days)
Oct 11
Evaluation frameworks score agents on benchmarks, verifying capability rather than any specific individual execution.
Unverified50%
Sep 19
Agent evaluation must address non-deterministic outputs, typically combining rule-based matching, LLM-as-Judge, and human annotation.
Unverified50%