With the decline of the construction industry, architectural education has also been hammered. Taking the graduation design of Department of Architecture in CUMT for example, this paper did some research on the teaching reform of organization, assessment and evaluation of the graduation design. The aim of the reform is to meet the demand of students' employment, meanwhile to keep the quality level of the graduation design.