On July 21st, Eminem surprised the crowd at Staples Center in Los Angeles, performing "Love the Way You Lie" with Rihanna, who's on the road with her Last Girl On Earth tour. The pair recently filmed a video for the hit single from Eminem's recent album, Recovery.