In this paper, we present two new generalized Gauss-Seidel iteration methods for solving absolute value equations $Ax-|x|=b,$ where $A$ is an $M$-matrix. Furthermore, we demonstrate their convergence under specific assumptions. Numerical tests indicate the efficiency of the suggested methods with suitable parameters.