Let (X, T) be a topological dynamical system and M (X) the set of all Borel probability measures on X endowed with the weak *-topology. In this paper, it is shown that for a given sequence S, a homeomorphism T of X has zero topological sequence entropy if and only if so does the induced homeomorphism T of M (X). This extends the result of Glasner and Weiss [9, Theorem A] for topological entropy and also the result of Kerr and Li [15, Theorem 5.10] for null systems. Moreover, it turns out that the upper entropy dimension of (X, T) is equal to that of (M (X), T). We also obtain the version of ergodic measure-preserving systems related to the sequence entropy and the upper entropy dimension.