Since this question has become popular over the year, I want to let everyone know that I abandoned Chosen and now use Select2 4.0.
- It's seems to be the most widely accepted successor of Chosen.
- The 4.0 version has excellent performance with large data and infinite scroll.
- It seems built to allow developers to decorate and alter it more easily.
- It works on mobile (unlike Selectize).