The graphics community has started an interesting initiative at this end: http://www.replicabilitystamp.org/
After a paper has been accepted, authors can submit a repository containing a script which automatically replicates results shown in the paper. After a reviewer confirms that the results were indeed replicable, the paper gets a small badge next to its title.
While there could certainly be improvements, I think it's a step in the right direction.