The cone mids tend to have a more punchy midrange that is more concentrated while the domes will have good dispersion but not the same forwardness.
I haven't heard EMIMs, so I can't comment on them, but in the cones v. domes, right now I prefer cones but that is just because I tend to like heavier music and want that punchy forward midrange.
I think it was more of a personal preference thing if you wanted domes over cones rather than any dramatic sonic improvement.