While in the past, superhero games mainly consisted of beat «em up style side - scrollers, modern hero games have gone under a whole evolution of gaming.
Warner Bros. are still working with Marvel to make the Lego Marvel Superheroesgame, that's mainly because WB owns Travelers Tales but it's still a possibility somewhere down the line.