This paper summarizes the technical schemes and comprehensive benefits of permeable pavement in China from the aspects of policy, standard, method, technology, and benefit evaluation. It divides the development course of China’s permeable pavement into five stages: learning stage, start-up stage, development stage, rapid construction stage, and standardization stage. Current classification methods, evaluation indices, and construction plans for permeable pavement are discussed. The benefits of permeable pavement and the main evaluation methods are analyzed. In view of the lack of directivity in permeable pavement installation and incomplete technical standards in China, some suggestions are put forward, such as improving the evaluation mechanism of permeable pavement, formulating appropriate guiding principles of permeable pavement construction, scientifically and quantitatively analyzing the feasibility of permeable pavement construction, evaluating the rationality of permeable pavement construction in various places, encouraging the construction of permeable pavement in suitable areas, and strengthening the formulation and revision of standards and technical specifications.