"Eucalyptus globoidea" was first formally described in 1927 by William Blakely who published the description in "Journal and Proceedings of the Royal Society of New South Wales".The specific epithet ("globoidea") is derived from the Latin word "globoideus" meaning "globoid", referring to the shape of the fruit.