Vaginal tumors are tumors that can be found in the vagina. A tumor in the vagina can be cancer (malignant) but not all tumors in the vagina are cancer. Tumors that are not cancer are called benign tumors. Tumors have many different names. Another name for a tumor is neoplasm. A neoplasm is too much growth of tissue that forms a lump.