Abstract: This paper uses domestic and international research results for reference in the selection of multivariate statistical indices for a comprehensive representation of mutual funds performance evaluation. It proposes to establish a comprehensive system for the performance evaluation of mutual funds in China, and conducts a case study with a comprehensive method that adopts single factor evaluation and multivariate factor evaluation.