The US Navy has been quietly mapping ocean bottoms for decades, since nuclear submarines started going all over the oceans.[1] The resolution isn't all that great, but by now they know where most of the seamounts are. It's a boring job. Cruise across ocean in a straight line towing a sonar array, return along a parallel track, repeat.
But maybe nobody has bothered to do the Great Lakes in detail yet. Not much submarine traffic.
[1] http://oceanexplorer.noaa.gov/explorations/lewis_clark01/bac...