The dual Orlicz-Minkowski problem arises from modern convex geometry. In the smooth case, it is equivalent to solving a class of Monge-Ampere type equations defined on the unit hypersphere. These equations could be degenerate or singular in different conditions. We will talk about some recent results on the existence and uniqueness of solutions to the dual Orlicz-Minkowski problem.