The aim of this paper is to investigate the dynamic of two SEIVS models, which incorporate an imperfect vaccination compartment. In this paper, we focus on the psychological inhibition effect of vaccinated individuals and the efficacy of vaccine on the spread of disease. For the susceptible individuals, we consider the psychological inhibition effect through the nonmonotone incidence rate. We find the disease-free and the disease persistent conditions. We also give some numerical simulations to demonstrate the effect of behavioral change of the vaccinated individuals and the efficiency of vaccine.When severe epidemic becomes widespread, there is a dramatic psychological effect, which causes susceptible individuals take aggressive measures and policies, such as using bed nets to protect against infective hepatitis mosquito bites or washing hands to protect against cholera infection, so we suppose the incidence rate is a nonmonotone function. Once knowledge of vaccine efficacy is obtained by the public, then not only the susceptible individuals but also the vaccinated people will have psychological effect and