Abstract: Through the analysis of the relationship between the leisure agriculture and the beautiful countryside construction, the concept model of the coupling of the two is constructed. Based on this, the model of coupling coordination degree is constructed from the angle of capacity coupling model, and the coupling degree evaluation index system is constructed by taking Dujiangyan modern agricultural area as an example. Empirical analysis of the relevant indicators, the Dujiangyan modern agricultural area in 2010, the coupling between the leisure agriculture and the beautiful countryside is mild, the coupling coordination degree between 2010 and 2014, the leisure agriculture and the beautiful countryside gradually increased, but the rise speed is slow, and it is only reluctantly coordination in 2014. Therefore,Dujiangyan modern agricultural areas of the overall coupling level is relatively low, leisure agriculture is not very much support for the construction of the beautiful countryside. Based on the above research, this study proposes five cooperative paths in order to provide effective guidance for the development of leisure agriculture and rural areas in Dujiangyan.