Yes the body remains is in equilibrium unless their is no external force or torque.
Going by the definition of stress, " it is the restoring force that bring the body to its initial state or normal condition."It is concerned with the volumetric/linear/angular deformation.
So we can say that Stress has no effect on the external net force and net torque acting on the body and hence it remain in equilibrium.