Abstract: Through literature review, GIS spatial analysis and induction, we analyzed leisure farm agglomeration development model, five-star farm space agglomeration characteristics and leisure agricultural industry cluster status in Hunan. The results show that leisure farms could be divided into 5 kinds of development models, namely, farm guesthouse, leisure farm, leisure agriculture demonstration garden, grouped development and agricultural industrial park. The five-star farm in Hunan has initially formed in space into 6 cluster groups, such as Changsha- Zhuzhou- Xiangtan City, Heng Mountain scenic area, Nanling hillock and mountainous region, Hunan middle basin, western Dongting lake, Zhangjiajie scenic area and the western mountainous region of Huaihua. The leisure agriculture has preliminarily formed 4 characteristic areas based on the advantages and characteristics of regional resources. However, there are still some problems, such as incomplete layout and planning, insufficient resource elements’concentration and insufficient industrial integration. It is suggested that the overall layout should be optimized in accordance with the“a center, a region, and three bands”, With the government guidance, the leisure agriculture and rural tourism industry should be developed by cultivating regional advanced characteristic industries, strengthening the agglomeration of resource elements, and setting demonstrations for the overall development.