Maybe we haven't gone far enough. We should refer to Uranus and Neptune as Trans Saturn Objects.
Does Saturn have enough density to count, though? I mean, from a certain point of view, it's more of a spheroid of hydrogen with a bit of helium. Maybe we need a new term for it, like "Planetary nebula"? ;)
Uranus and Neptune already are a two-member class (“ice giants”).