This essay intends to reveal the vision of cross-cultural in art history of Ruth B. Phillips. The essay of R. B. Phillips “Aesthetic primitivism revisited: The global diaspora of ‘primitive art’ and the rise of Indigenous modernisms” has the characteristic of using "cases study" to constitute the backbone of the discussion. However, Phillips does not represent the fierce criticism of the hegemony of Western art modernism in the late twentieth century through the “case study”, but instead demonstrates the cross-cultural characteristics that touch the anthropological category and local context. This extraordinary way of writing with "case study" as the core, showing considerable particularity both in the field of art history methods and in the issue of "primitivism in modern art" which has sparked fierce controversy. This research aims at the operation method of Phillips’s "case study" to analyzes the thinking context, finding that the " case study " not only reflects Phillips’ reflection on the limitations of modernism in Western art, but also outlines a new cross-cultural assumption in the history of art with local characteristics.