To your second point, the problem is their empirical results are entirely uninteresting. Who cares if PR beats poorly-specified NN's on datasets no one claims g

To your second point, the problem is their empirical results are entirely uninteresting. Who cares if PR beats poorly-specified NN's on datasets no one claims good NN performance on? They're winning at a game no one else is playing, or wants to play.