The benefits are that it can be used for stationary, non-stationary, reversible and nonreversible MSMs. It is linked directly to the kinetic variance captured by the basis states such that maximizing the VAMP2(k) score will maximize the timescales of pertaining to the first k eigenvectors of the model. In addition, it can be used with bootstrapping and cross-validation techniques for assessing generalizability.