Calantha as a girl's name is of Greek origin, and the meaning of Calantha is beautiful flower. RELATED BABY NAME LISTS. Check out these related baby name lists to discover more baby boy and baby girl names and meanings. POPULAR PAGES. Check out these popular pages to discover more baby boy and baby girl names and meanings.