An 80-year-old female presented with a mass in the left upper eyelid margin that had developed during chemotherapy for acute myeloid leukemia. The mass was elastic, hard, and pinkish, with a relatively smooth surface but without madarosis. The histopathological findings corresponded to a myeloid sarcoma. No blast cells were shown in the peripheral blood at the time of biopsy, and she subsequently underwent an azacitidine injection regimen. The size of the eyelid tumor decreased 3 months after the biopsy, when the course of azacitidine injections was completed. However, acute myeloid leukemia recurred, and the patient died.