Do you have statistics on that? Anyway, "depression" is so vague/broad that it's like measuring whether most people with physical unfitness eventually recover just fine.
When I say 'depression' I mean one of the depressive disorders as per DSM criteria. Major depressive disorder is the only one that has > 50% relapse rate. Most depressed people do not have major depression.