The Whites took an early lead thanks to record signing Rodrigo, and kicked on from there, with Kalvin Phillips and Patrick Bamford both getting on the score sheet before Hal Robson-Kanu netted an equaliser late on for the visitors.
There were also emotional farewells for Pablo Hernandez and Gaetano Berardi, both of whom will be leaving the club this summer.
Sunday’s results means that Leeds wrapped up a ninth-placed finish with a points tally of 59 points.
Speaking after the game, Marcelo Bielsa said: "I thought it was an unforgettable game.
"It was a great homage to two players that stop belonging to Leeds. The responses they got only players that give a lot deserve it.
"The performance of Pablo today indicates he deserved more minutes than the ones I gave him this year. Berardi after such a long time not playing showed he can still be current.
"The most important thing is that their public, his team-mates, the staff showed their recognition to those two players."
"You can play very well and be a great player, but to be a great professional and to become a reference in a place where you've played, what's missing is to be a good human.”
With the season now at an end, we’ve gathered the rest of today's Premier League transfer speculation below...
1. Magpies eye up Carter-Vickers
Newcastle United are one of the clubs in talks to sign Cameron Carter-Vickers. Bournemouth and Anderlecht also want the Tottenham Hotspur defender. (SBI Soccer) (Photo by Jacques Feeney/Getty Images) Photo: Jacques Feeney
2. Gunners confident on Bissouma deal
Arsenal are 'confident' of signing Brighton midfielder Yves Bissouma this summer. (Daily Star) (Photo by Mike Hewitt/Getty Images) Photo: Mike Hewitt
3. Toon back in for Choudhury
Newcastle United manager Steve Bruce has rekindled his interest in Leicester City midfielder Hamza Choudhury. (Daily Mail) (Photo by Alex Pantling/Getty Images) Photo: Alex Pantling
4. Wilder links to West Brom persist
Chris Wilder is still West Brom's preferred candidate to take over from Sam Allardyce in the dugout, but there are still obstacles that could derail any potential deal. (The Sun) (Photo by Mike Egerton - Pool/Getty Images) Photo: Pool
5. Welbeck in line for new deal
Brighton manager Graham Potter has hinted that striker Danny Welbeck could be in line for a new deal at the club. (Various) (Photo by Mike Hewitt/Getty Images) Photo: Mike Hewitt
6. Blades keen on Rothwell
Sheffield United are interested in signing Blackburn Rovers’ Championship star Joe Rothwell, with just one year left on the midfielder’s contract. (Lancs Live) (Photo by Alex Livesey/Getty Images) Photo: Alex Livesey