Read about it here.
Wärtsilä 31
They claim 0.271 lbs/hp/hr. The previous record holding engine was their larger model that pulled down 0.278 lbs/hp/hr ten years ago.
Of course, these are very large marine engines, but it does hold some interest for the Ecomodder out there.