Everything down all the time... seat and lid both. Just simpler and more logical that way. Cats don't fall in, kids don't throw stuff in, I don't drop things in, and nobody has any nasty surprises in the middle of the night.
Oh, and if you have a dog, you don't have to hear that very alarming sound of the dog drinking out of the bowl! UGH.