In this paper we consider a vector iterative alternating directions difference scheme for solving multidimensional Poisson equation. The scheme reduce to a modified block successive overrelaxation (SOR) algorithm. We investigate the stability and the convergence of the scheme, determine the optimal iterative parameters, and estimate the error.