The MIT system appears to output clean water from each 'stage' of the system at variable temperatures. Thats energy lost - if a counterflow heat exchanger could be devised such that the output water was all cool, the final efficiency would be much higher.

They also don't seem to keep good control of salinity within the stages - I suspect after a few hours operation the efficiency will drop as the salinity gets higher and higher within the paper towels.