After coming from behind to lead 2-1 thanks to Cody Gakpo's strike four minutes into injury-time, Harrison Reed hit a long range equaliser just moments later to secure Fulham a 2-2 draw on Sunday.
Jones said afterwards: "In the first half we had the ball a lot, we tried and it didn't come off as much. At half-time we spoke about that we've got to show more heart and things like that.
"That's what we went and did. We came back with two goals and then they go and score a goal like that. It's hard to take.
"If you're giving away a lead, especially at a time like this when we need all our points, it's always hard. I definitely think it was a better game all round than the Leeds game, 100 per cent.
"But as I said, we always want to come away with all three points, that's what we'll always try. It doesn't matter if we're playing against any team away, for the talent on the pitch and things like that, I feel like we should go and win games like that."