WATCH: The War on Drugs play 'Red Eyes' on Letterman

The War on Drugs played The Late Show with David Letterman last night in support of their latest album Lost in the Dream.

The band played to a packed Vicar Street crowd back in May, when the original venue had to be changed due to the high demand for tickets.

Check the performance of 'Red Eyes' below.