I played with the formats a bit and discovered that if you choose to set the table style whole table font size to something other than 10pt (eg 9.5pt or 10pt) then the font size sticks.
A google search turned up this
microsoft office - MS Word : Priority management between table and paragraph styles - Super User which might explain the behaviour you are seeing.