manually via your browser, yes. Or if you click the Webspace/CMS link from your My Account screen you can also right click and save target as. At present we do not have a bulk download facility. There are thoughts on the board for some sort of backup/download feature.
Looking at a variety of free hosting systems it not uncommon (though not necesarilly a good thing either) for there to be ways to upload but no easy way to download...