Let G be a locally compact group, and \(VN^n(G)\) is the dual of the multidimensional Fourier algebra \(A^n(G)\) . In this article, we define invariant means on \(VN^n(G)\) and prove that the set of all invariant means on \(VN^n(G)\) is non-empty. Further, we investigated the invariant means on \(VN^n(G)\) for discrete and non-discrete cases of G. Also, we show that if H is an open subgroup of G, then the number of invariant means on \(VN^n(H)\) is the same as that of \(VN^n(G)\) . Finally, we study invariant means on the dual of the algebra \(A_0^n(G)\) , the closure of Fourier algebra \(A^n(G)\) in the cb-multiplier norm.