Oh, and I loooove Lemon, Love Is Blindness, Please, Mofo and WGRYWH but I don't know if they're that underrated, at least they got videos made for them
zoo station (a big fav of mine)
do you feel loved? (love adam's bass in this one)
gone - live (so should have been a single)
and i guess last night on earth