By the amount of information reflected in the stock price, the efficient of the stock market usually can be divided into three forms according to the efficient market hypothesis. They are weak-form, semistrong-form and strong-form. This article selects three important events during the development of Chinese stock market and divides the process into three stages. The efficient of stock market is different at different stage. After analyzing the efficient of Chinese market we find that Chinese market arrives at weak-form during the three stages. At the same time, by the testing of the semistrong-form efficient with event study we conclude that Chinese stock market doesn't meet the condition. It doesn't arrive at strong-form market. However, Chinese stock market is becoming more and more efficient during the three stages. It is in the changing of weak efficient stock market to the semistrong-form efficient stock market.