Not sure why but looking at these images of Le sergent recruteur restaurant in Paris makes me think that that is what the Cafeteria on Captain Nemo’s Nautilus should look like.
Talking about fictional cafeterias, who doesn’t love Eddie Izzard’s Death Star cantina;)