In this paper, we investigate the uniqueness property of meromorphic functions together with its shift counterpart sharing one or two sets. With the help of the range set introduced in [2], we have improved the result of Bhusnurmath-Kabbur [3] and obtain the unique range set corresponding to shift operators. Our paper also improves the result of Frank-Reinder's \cite{9} in some sense.