The Gunners are trailing 2-1 to Brighton at home in the Carabao Cup.
Arsenal took the lead through Eddie Nketia but Brighton equalised through ex Gunner Danny Welbeck.
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It remained 1-1 heading at halftime and after the resumption, Brighton went ahead for the first time through Mitoma.