Based on the GBEE-CRAS2018，60 CSR reports issued by banking enterprises in 2019 are assessed and analyzed in this research with targeted recommendations. It is found that the overall reporting quality of banking industry is higher than the average CSR reporting quality in China，but the reports is in the development stage as a whole；the credibility，comparability and innovativeness of the reports have been improved steadily，but the completeness，readability and materiality have declined to some extent；reporters focus on the disclosure of social hot topics such as serving the real economy，helping local economic development，and special topics such as financial technology and green finance.