Marcelo Bielsa's Whites attacked throughout but goals from Toby Alderweireld, Son Heung-min and a Harry Kane penalty gave Spurs a 3-0 victory in north London to send Jose Mourinho's side up into third.
Graham Smyth, the YEP's chief football writer, hands out the scores.
13. Jamie Shackleton (sub)
6 - Linked up well with Poveda, unable to provide service from the right hand side to the strikers however. Photo by Andy Rain - Pool/Getty Images.
14. Pablo Hernandez (sub)
6 - Tried his level best to drag Leeds forward and get a goal, tried a bit too much at times but there were nice touches and passes. Had a couple of half chances too. Photo by Ian Walton - Pool/Getty Images.
15. David Coote (referee)
6 - Spotted but didn't suitably punish a lot of 'clever' fouls which frustrated the visitors. Upset the hosts with the late sending off of Doherty but that was coming and he did catch Hernandez. Photo by Julian Finney/Getty Images.