They were still Men though, the principle difference being Elves' fëar are bound to Arda until its ending and Men's fëar pass through the Halls of Mandos to a fate unknown. There is no fractions of Elven heritage like that, you're either an Elf, a Man or a mix of the two who gets to choose the final fate of their fëa.