All the three players missed from the spot as the Italian team won 3-2 in a penalty shoot-out after the final game ended in a 1-1 draw after extra time.
All three players suffered racist abuse on the internet over their failure to convert the penalty kick.
In a statement, England Football Association condemned the racist abuse, before stating that they ‘stand with our players”
The football body released a statement on Twitter, which reads: “We’re disgusted that some of our squad, who have given everything for the shirt this summer have been subjected to discriminatory abuse online after tonight’s game. We stand with our players”.