Each piece of a set has one special set bonus property which only shows up (in dark green) once you have two items. That bonus increases with each additional piece of a set until it is complete.
The set bonuses can be well worthwhile. For example, the Flames of Vengeance sets increase either Strength, Dexterity or Intelligence by 20 with a full set equipped.
