Interview Candidate Scorecard. An interview scorecard provides significant benefits, including standardized evaluation, improved decision-making, and reduced bias. By ensuring a structured, fair, and objective hiring process, it helps organizations select the best candidates while enhancing collaboration, transparency, and the candidate experience.