Sunderland boss Roy Keane admits it's time they began collecting points for their good performances.
He told Sunderland's website: "You should believe you can get something from every Premier League game.
"It would have been nice to get something out of the [Arsenal] game, it would have been a great bonus to us and we went close.
"There were plenty of positives - we played relatively well away from home but we got no points and we conceded one or two bad goals.
"We move on and focus on the next game now and it's important that we try to get something out of it."