The paper reviews the related literature on library evaluation published in Chinese between 1975 to 1995. The concepts of "evaluation as auditing" and "evaluation as research" are defined. Empirical work including library auditing, national survey, and evaluation research are specified and analyzed. To enhance the total quality of library services, more empirical study on library evaluation, particularly library evaluation research are encouraged.