This article is a review of geographical and spatial issues in the debates between feminisms and postmodernisms. The first part of this article abstracts the opinions of several female geographers about the debate between feminisms and postmodernisms. They insist that the political goal of feminist theories is to overthrow the patriarchal social structure, while postmodern theories often reveal traces of gender inequality and gender blindness. In the second part, it will take the issue of spatial metaphors in postmodern theories, and discuss the gender and sexual implication of these metaphors. In the final part of this paper, it will propose four possible directions of feminist radical politics of space.