The implementation of innovation-driven development strategy is an important part of China's national innovation system. This paper summarizes the predecessors of innovation-driven development evaluation of the status quo, to build a more systematic innovation-driven development of evaluation index system. Aiming at the shortcomings of the existing weight calculation methods, an improved weight calculation method is proposed, which combines the analytic hierarchy process with the intermediate process of the entropy method. Through empirical research on Beijing, Shanghai and Shenzhen, weight has a higher degree of credibility.