Let T be an edge weighted tree and d min , d max be two non-negative real numbers where d min d max : The pairwise compatibility graph (PCG) of T for d min , d max is a graph G such that each vertex of G corresponds to a distinct leaf of T and two vertices are adjacent in G if and only if the weighted distance between their corresponding leaves lies within the interval ½d min , d max : A graph G is a PCG if there exist an edge weighted tree T and suitable d min , d max such that G is a PCG of T. The class of pairwise compatibility graphs was introduced to model evolutionary relationships among a set of species. Since not all graphs are PCGs, researchers become interested in recognizing and characterizing PCGs. In this paper, we review the results regarding PCGs and some of its variants.