Before revision:  The relative performance is encoded by sorting the algorithms based on pair-wise comparisons and  ranking them into equivalence classes, where more than one algorithm can obtain the same rank.
After revision:  The relative performance is encoded by sorting the algorithms based on pair-wise comparisons and by ranking them into equivalence classes, where more than one algorithm can obtain the same rank.