Correctness Metric

What is Correctness Metric?

A correctness metric evaluates whether a model’s answer matches the expected ground truth—exactly or semantically—used for factual QA, classification labels, and structured outputs.

Related Giskard articles

Automate correctness checks with Giskard — combine exact match, regex, and LLM judges for gold-set regression. See Giskard OSS checks.

Authority: scikit-learn metrics guide.

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