With the obesity epidemic, nonalcoholic fatty liver disease (NAFLD) has become a public health problem with increasing prevalence. The mechanism of disease progression remains obscure and effective therapy is lacking. Therefore, there is a need to understand the pathogenic mechanisms responsible for disease development and progression in order to develop innovative therapies. To accomplish this goal, experimental animal models that recapitulate the human disease are necessary, especially, since causative mechanistic studies of NAFLD are more difficult or unethical to perform in humans. A large number of studies regarding the pathophysiology and treatment of NASH have been undertaken in mice to model human NAFLD and nonalcoholic steatohepatitis (NASH). This review discusses the known dietary, genetic and inflammation based animal models of NASH described in recent years, with a focus on the major advances made in this field.