For most of us, this NFL season was fine enough. There were flashy quarterbacks, great coaching moments and receivers making unfathomable one-handed catches. But there was one group who would gladly forget 2015 if given the opportunity: the league’s increasingly stressed-out referees.

Not since 2012, when the NFL used under-prepared replacement officials, have the zebras had such an annus horribilis.

When...