The possible values of ρ range between 1 (where all systems are ranked in the same order) and −1 (where the systems are ranked in the reverse order).
an automatic evaluation metric with a higher absolute value for ρ is making predictions that are more similar to the human judgments than an automatic evaluation metric with a lower absolute ρ.