Abstract: We are concerned with the long-time behavior of solutions in the time-dependent functional space for the Kirchhoff wave equation with strong damping and nonlinear perturbations. The existence of time-dependent global attractor is achieved by using the contraction function method to verify the asymptotic compactness of the process.