Based on the triple helix theory, this paper constructs a conceptual model of influencing factors of innovation performance of VR industrial cluster from the perspective of social network, uses structural equation method and data of relevant companies of VR industry in Nanchang to study the influencing factors of innovation performance of VR industrial cluster, and further studies the influence mechanism of R&D investment, government behavior and cluster atmosphere on innovation performance of VR industrial cluster.