This study intends to explore whether listed companies' efforts to build a corporate governance system will drive the corporate performance. Therefore, refer to corporate governance indicators to establish a corporate governance combination, in order to explore the relationship between the corporate governance rating indicators and the company's stock’s rate of return. The experiment proves that there is a significant negative relationship between the Percentage of directors and supervisors 's stock by mortgage and the stock’s rate of return. The four variables, including the CEO duality and the Percentage of directors and supervisors 's stock hold and the Percentage of the company legal person's stock hold and the Top four accounting firms, are no explanatory power for the stock’s rate of return. In addition, The integration of corporate governance indicator have a significant positive correlation with the stock’s rate of return. after the self-built corporate governance indicators combination by this research and the Taiwan Stock Exchange Corporate Governance 100 Index constituent stocks and the Taiwan Capitalization Weighted Stock Index are compared with the stock’s rate of return from 2018 to 2020,found that is the self-built corporate governance indicator combination by this research’s annual average return rate of stocks has exceeded the Taiwan Capitalization Weighted Stock Index’s, which is have no significant difference to the Taiwan Stock Exchange Corporate Governance 100 Index constituent stock’s.