The correct evaluation of enterprise technological innovation performance is the premise and foundation to improve the efficiency of enterprise innovation. This paper first puts forward the index system of enterprise technological innovation performance evaluation, then establishes the model of technological innovation performance evaluation, explores the quantitative evaluation of enterprise innovation performance by using the DEA method, and finally makes an empirical study on the technological innovation performance of the TR enterprise.