Released on the 2002 album One By One, "Come Back" stands as a defining track in Foo Fighters' evolution from grunge revivalism to polished rock anthems. The song features a driving rhythm section and dynamic vocal delivery that showcases Dave Grohl's songwriting maturity during the band's mid-career period. As part of their discography following the Nirvana connection, the recording captures the band's transition into a more expansive sound while retaining their signature energy. The track has become a staple of their live performances and a key example of the alternative rock sound that solidified their status as a major force in the genre.