The Rishi Rich's Desi Kulcha Remix of "Me Against the Music" was performed as the encore number of 2004's The Onyx Hotel Tour.
Pesem »Me Against the Music« je izvedla tudi v ameriških oddajah "The Tonight Show with Jay Leno" 17. novembra in "Live with Regis and Kelly" 24. novembra 2003.