📄 Reference Document Faithfulness¶

metrics.llm_as_judge.direct.criteria.reference_document_faithfulness

CriteriaWithOptions(
    name="reference_document_faithfulness",
    description="Is the response faithful according to reference document?",
    prediction_field="response",
    context_fields=[
        "reference_document",
    ],
    options=[
        CriteriaOption(
            name="Yes",
            description="The response is faithful according to reference document.",
        ),
        CriteriaOption(
            name="No",
            description="The response is not faithful according to reference document.",
        ),
    ],
    option_map={
        "Yes": 1.0,
        "No": 0.0,
    },
)

[source]

from unitxt.llm_as_judge_constants import CriteriaOption

Explanation about CriteriaWithOptions¶

Criteria used by DirectLLMJudge to run evaluations.

Explanation about CriteriaOption¶

A criteria option.