Probably nothing. See here.
Maybe re-encoding after removing the tags would reduce the size.
But consider this:
If the average FLAC file is 22 MB and contains a 220 KB art tag then you would have to remove the tags from approximately 100 files in order to create space for 1 new FLAC file. Is it worth whatever effort is required? Of course, the answer is different for everybody. 
Jim