Whole Cloves, Syzygium aromaticum, are also referred to as cloves, whole clove or whole clove spice. They are the aromatic flower buds of a tree in the family Myrtaceae, or the myrtles. It is a close relative of other plants with prominent aromas and flavors, like guava, eucalyptus, and Allspice.