They have been close since, reaching finals and finishing second in the league under Mauricio Pochettino, but still no medals. It boils down to the players not being good enough to get over the line.
It is the reason Harry Kane wanted to leave. Keeping him was massive for Daniel Levy. Selling Kane, letting their best player leave, would have told other potential signings that the club lacked ambition.