Salvia species have been used in traditional medicine all around the world for treating various diseases. The genus Salvia is a rich source of abietane and icetexane type diterpenoids with structural diversity and extensive biological activities. This review reported 139 new abietane and icetexane diterpenoids and their bioactivities from Salvia species during 2012 to 2022.