The Hammers head to the Emirates Stadium this weekend after losing 2-1 to their London rivals at Upton Park in late December of which Downing feels was an unjust result.
"We owe them (Arsenal) one, as I think we should have beaten them at home," said Downing.
"It'll be a tough game, but we can go there with confidence because on our day we're a decent team."
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