This article is a review of models for predicting ultra-low cycle fatigue life. In the article, life prediction are divided into three types: (1) microscopic ductile fracture based on cavity growth and merger; (2) porous plasticity; (3) continuum damage mechanics. Furthermore, provides critical assessment current state research models, highlighting limitations challenges faced by each model typ...