The purpose of this study is to compare progression-free survival (PFS) of patients with advanced, recurrent or metastatic endometrial cancer who have received one, but not more than two, prior lines of chemotherapy either as adjuvant therapy or treatment for advanced disease, and then when treated with ridaforolimus or the investigators' choice of progestin or chemotherapy.