Can't blame them,
there's a trope about that, and no, it wasn't really creepy as long as it's innocent crush that the kids would outgrown it as they started puberty and learn a crush that is sexual in nature.
Actually, Chifuyu and Yoshi's relationship are started like this, except they never outgrown it and well...
another trope that is inherited by their miniature counterpart 