To summarize, with this pre-print, Google's "FaceNet" holds the current record on performance on the LFW unconstrained face verification task with an accuracy of 0.9963 +- 0.09. Looking at the other top results on LFW, it's clear that the LFW data set is saturated.
http://vis-www.cs.umass.edu/lfw/results.html