Inorganic-organic halide perovskites have been widely developed in recent years due to their intriguing optical and electrical properties. However, the poor stabilities of perovskite materials limit their potential for practical applications. In this article, we introduce the development of two-dimensional perovskite materials on the design of solar cells. Starting from the factors for stability influence, the improvement and challenges of two-dimensional perovskite on the stability of solar cells have been discussed. Various types of high efficiency and stable perovskite solar cells fabricated in ambient condition have also been compared.