If it's already done, I would leave it. Most temporary little flowering plants grow naturally in the top soil. If it rains a lot, this could get a little soupy if there is not a large drain hole in the containers.
If you are able to share the plant names, that would help people offer more specific feedback. Your general location is also a factor, and whether or not your containers are in the shade mostly, or in the sun.