Robert Downey Jr and Val Kilmer starred in this murder mystery movie?

That would be "Kiss Kiss Bang Bang" (2005).

Robert Downey Jr. plays Harry Lockhart, an aspiring actor who stumbles into the world of private investigation, while Val Kilmer plays Gay Perry, a seasoned, cynical detective.