This phase II trial is studying the side effects of giving bevacizumab together with temsirolimus and to see how well it works in treating patients with recurrent or persistent endometrial cancer. Monoclonal antibodies, such as bevacizumab, can block tumor growth in different ways. Some block the ability of tumor cells to grow and spread. Others find tumor cells and help kill them or carry tumor-killing substances to them. Temsirolimus may stop the growth of tumor cells by blocking some of the enzymes needed for their growth. Giving bevacizumab together with temsirolimus may kill more tumor cells.