The Atlético cause was helped by a woeful display from Chilean playmaker Jorge Valdivia, who on top of a terrible showing with the ball, was dismissed for a second yellow early in the second half.
Whilst Galo move up to 14th and clear of the relegation places for now, Palmeiras continue to drop like a stone and now lie just one place above the Minas Gerais side.
