That "on its own" implies that depression will solve itself even if you don't take any action, simply one day it will disappear, you just need to wait. Not likely in my opinion.

These statistics are about the population trend with yearly samples and don't say anything about duration distribution. It would be also interesting to know how many drop treatment, stop seeking medical help or get out of the statistics in different ways, to understand how effectively this problem is being addressed.