This metric aims to evaluate the breadth of CQ coverage by computing the fraction of competency questions for which the generation includes at least one required element. With cov_i is the individual CQ coverage rate and N the number of CQs: AtLeastOneCoverage = |{ i : cov_i > 0 }| / N.
Example:
N = 4 CQs
CQ coverage rates cov: [1.0, 0.5, 0.0, 0.7]
CQs with cov > 0: {1, 2, 4} → count = 3
Result:
AtLeastOneCoverage = 3 / 4 = 0.75
What is being measured?
This metric reports whether the model engages with every CQ at all. A CQ left entirely unanswered fails this measure, even when others are fully covered. It is reported under both the term-level CQ2Term coverage and the axiom-level CQ2Onto coverage.