When you "leave" something in a place, it means that you put it there and then go somewhere else.

I think I left my scarf on the back of my chair at the restaurant.

You can "leave" something accidentally, or you can "leave" something on purpose.

Where is it? did you leave it somewhere?

I left some candy for you on your desk.