The Late Late Show host duetted on a version of "Nothing Compares 2 U" - the song made famous by Sinead O'Connor in 1990 - with frontman Chris Martin.
Upon taking to the stage, the usually confident host expressed his nerves about performing at the stadium which has a capacity of over 95,000 people.
"I'll be honest, I didn't know how big it was when I said, 'yes'," he joked.
Following the performance, Martin presented Corden with a cake in celebration of his 38th birthday yesterday (22 August).
Corden's tenure as US chatshow host has been bolstered by the extremely popular Carpool Karaoke segment. His guests have included One Direction, Jennifer Lopez and Adele. It's proved so popular that it's to get its own Apple Music spin-off show.
Corden will next share a car ride with Britney Spears.
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