> If the efficiency gains of an oiled chain are minor then that means the main reason for oiling the chain is to reduce wear/prevent rust rather than efficiency/speed. This is why I would like to know the efficiency of a chain when oiled as well as dry.
As explained in the IHPVA paper linked in moz's answer, apparently lubricating the chain makes little difference for efficiency, so yes, it's mainly to "reduce wear/prevent rust".
However, you should note that the IHPVA paper apparently used a new chain in mint condition. It may well be that the lubrication does not make a difference in this case. Still, an unlubricated chain will corrode _much_ faster than a lubricated one, and corrosion does make a huge difference in efficiency (as it increases internal friction).
So in practice, lubrication include efficiency, though indirectly (by preventing corrosion).