The newer Factory rooms are huge height-wise. I think those are the tallest rooms we have.

Also to note, while the "Happy Score" and "Secret Cave" have a bigger area, you still have the same amount of available space to place items. So for example, if you want to get all the bells for the "Happy Score" room, you can't get anything else in there if you fill it up with them.