The Blues had looked set to claim all three points at Stamford Bridge before being pegged back by their London rivals.
Goalkeeper Robert Sanchez will not want to watch any replays after the Gunners came back from two goals down.
However, summer signing Palmer starred for Chelsea, opening the scoring from the penalty spot.
Here is how SunSport's Rob Maul rated the Chelsea team.
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