Goals from Patrick Bamford and Tyler Roberts saw the Whites claim a 2-0 win on the road, as both sides peppered the opposition goals with shots - 33 in total between them - throughout the game.
The result leaves Leeds sitting eighth in the Premier League table, giving them an outside chance of securing European football for next season, if other results go their way.
Speaking after the game, pundit Graeme Souness was full of praise for Marcelo Bielsa's side, and claimed: “They've been the best watch (in the Premier League this season) for me. They play a brand of football that you can't help but enjoy.
“There's an honesty about them, they are a young group that prior to this year you are thinking 'these are not Premier League players' but to a man they have stood up and looked like they have belonged in this league.
“Some of the football has been fantastic and I would go as far as to say that he would be my manager/coach of the year.
“The football that he has got this group of players playing defies logic when you look at where those players were before.”
Next up, Leeds bring their exceptional 2020/21 season to a close this weekend, when they take on already-relegated West Bromwich Albion at Elland Road, where there's set to be a carnival atmosphere as fans are welcomed back to the stadium.
Here are today's biggest transfer stories and the latest team news involving Leeds United and the rest of the Premier League, as the build-up to this weekend's action begins:
1. Arsenal loans star hints at stay
Arsenal loanee Martin Odegaard has claimed he's "happy" at the club, but is yet to discover Real Madrid's plans for him. Reports earlier in the year suggested Los Blancos would demand a hefty £52m for the Norway skipper. (Football London) Photo: Dan Mullan
2. Mourinho could swoop for Hojbjerg
Incoming Roma boss Jose Mourinho is believed to be plotting a move to bring Emile Hojbjerg in from his former club Spurs. Mourinho signed the combative midfielder from Southampton for £15m last summer. (Football Insider) Photo: CLIVE BRUNSKILL
3. Dyche among favourites for Palace job
Burnley boss Sean Dyche is among the favourites to become the next Crystal Palace, alongside Frank Lampard and Swansea's Steve Cooper. However, the Clarets manager is set for contract talks with his current club at the end of the season. (Oddschecker) Photo: MARTIN RICKETT
4. Magpies favourites to land the Ox
Newcastle United have been named as the bookies' favourites to sign Liverpool's £35m midfielder Alex Oxlade-Chamberlain this summer, with Southampton and Aston Villa also among the runners and riders. (SkyBet) Photo: Pool
5. Moyes to seal new deal
West Ham United are set to announce the extension of manager David Moyes' contract next week. The Scotsman has revived his career with the Hammers, who are track to qualify for next season's Europa League. (Evening Standard) Photo: Warren Little
6. Pundit makes Kane claim
Football pundit Frank McAvennie has claimed that Spurs' Harry Kane is aware of who the club's new permanent manager, and that this played a part in his decision to leave the club. He could cost a whopping £150m, with Man City, Man Utd and Chelsea all keen. (Football Insider) Photo: ANDREW COULDRIDGE