Diagnostic performance evaluates the ability of a qualitative or quantitative test to discriminate between two subclasses of subjects. Measures of diagnostic accuracy. Diagnostic accuracy measures the ability of a test to detect a condition when it is present and detect the absence of a condition when it is absent.