It looks strange too. Interestingly enough, I believe the stress is on the second syllable, but I sort of remember, and this was like 30 years ago, that in my house we said it with the stress on the first syllable, sounds less posh that way.
I don't think I've met any other people who call it settee outside my family years ago.