Goals from Wilfried Zaha and Christian Benteke brought back Crystal Palace from an early goal from Cesc Fabregas in the fifth minute.
Crystal Palace manager Sam Allardyce has become the first manager to win against Chelsea with four different teams.
Chelsea 1 Crystal Palace 2 (Full Time)