The WBC heavyweight champion of the world is currently out in the States training for his trilogy bout with Deontay Wilder on July 24.
As such, he was unable to attend the game at Wembley, but made sure to show his support from overseas.
Fury watched the match on an iPhone propped up at the side of a boxing ring and looked overjoyed when Kane scored to double the Three Lions' lead.
He started singing the famous words, "It's coming home," as all of his gymmates also celebrated.
Well, all except for his German sparring partner Christian Thun (in the dark blue shirt) who looked bitterly disappointed.
In the video, one of Fury's gymmates is heard shouting 'CHRISTIAN' to jokingly taunt him.
It has been a big transformation for Fury who, five years ago, was out in France at Euro 2016 with the England fans.
At that stage in his life, the overweight Fury went on a drink and drugs binge - looking like he'd never box again.
Now, five years on he's staged a remarkable comeback and conquered the heavyweight title once more.
He must defend his throne on July 24 to set up an historic undisputed clash with Anthony Joshua in the near future.