You can archive reports to hide them from your list and can be recovered at any time. To archive, go to your Reports tab:

Find the report that you want to archive and check the box to the left of it. Click Archive once you've selected them. 

Your report will now only appear under Archived in the filter drop-down list:

You can unarchive reports if you need them again. Use this guide to help with how to do that!