The art market in China started late, but developed rapidly, showing a good momentum of vigorous development. However, as an emerging market, there are still some credit problems, such as forgery of art series, which seriously hinders the high-quality development of China art market. On the basis of analyzing the credit problem of China art market, this paper puts forward some countermeasures, such as perfecting the credit laws and regulations system of China, establishing the credit mechanism of art market, strengthening the supervision of art market and perfecting the appraisal and evaluation system of art.