The Whites played host to their bitter rivals for a clash in which neither side could ultimately find a breakthrough.
For Leeds, however, it means that they have taken five points from a possible nine against Manchester City, Liverpool, and United in their last three matches.
Sunday’s result also left them ninth in the table with just five games left to play.
Marcelo Bielsa was left extremely pleased with his side’s efforts too.
"For the game not to become unbalanced the team made a massive effort. This effort allowed the game not to become unbalanced. I insist I value a lot everything we did so the game didn't become unbalanced.
"What was moving was the effort the team made. A game like today, if we didn't bring this big energy we wouldn't be able to balance it.
"It's true as the game grew the spaces opened up and there was more clarity for us to go and think we could attack.
"But I think the draw was a sufficient reward given how the game went."
Leeds’ next match will be against Brighton on Saturday afternoon, with the Seagulls losing to Sheffield United last time out.
We’ve gathered the best of today’s Premier League speculation involving Leeds United and the rest of their Premier League rivals below...
1. Toon in race for Doekhi
Newcastle United and Fulham have joined Rangers in the race for Dutch centre-back Danilho Doekhi. (Football Insider) (Photo by Dean Mouhtaropoulos/Getty Images)
Photo: Dean Mouhtaropoulos
2. LONDON, ENGLAND - APRIL 20: Graham Potter, Manager of Brighton & Hove Albion gives their team instructions during the Premier League match between Chelsea and Brighton & Hove Albion at Stamford Bridge on April 20, 2021 in London, England. Sporting stadiums around the UK remain under strict restrictions due to the Coronavirus Pandemic as Government social distancing laws prohibit fans inside venues resulting in games being played behind closed doors. (Photo by Mike Hewitt/Getty Images)
Bristol City player Saikou Janneh has emerged as a surprise summer target for Premier League-bound Norwich City and Watford plus top-flight side Brighton & Hove Albion. (The Sun) (Photo by Mike Hewitt/Getty Images)
Photo: Mike Hewitt
3. Newcastle interested in Abraham
Newcastle United are among the clubs interested in signing Tammy Abraham from Chelsea in the summer transfer window. (TEAMtalk) (Photo by Adrian Dennis - Pool/Getty Images)
4. Redknapp makes Kane prediction
Former Tottenham manager Harry Redknapp is convinced that Harry Kane will not leave the club this summer despite big speculation over his future. (Goal) (Photo by Clive Rose/Getty Images)
Photo: Clive Rose