An independent set in a graph is a subset of the vertices such that no two vertices in are adjacent. We say that is a maximum independent set in if no other independent set is larger than . In this paper, we study the problem of determining the second and third largest number of maximum independent sets among all trees and forests. Extremal graphs achieving these values are also given.