How to improve cycling mechanical efficiency?

Just resurrecting this as I have the same “problem”. I few years ago I had a Metabolic Efficiency test and my Efficiency came out at 17/18% rising to 19/20% around my threshold. I too get very hot very quickly when cycling and really don’t like hot weather for cycling in.