They are all possible in certain situations-- the first two when you have a group of the same *** (or if your teacher tells you to use #1), but the most normal way of saying it is 'Somebody left their bag on the table'.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.