A trunk rack will impact your mileage much less than a roof rack. When I had a roof rack, my milege literally dropped by 5 mpg. I now have a hitch mount rack and find that it doesn't impact at all.

So, you may see SOME impact, but not as much as with another type of rack.

SheFly