In Time: The Best of R.E.M. 1988–2003 is the second official compilation album released by R.E.M. Issued in 2003, it includes tracks from their Warner Bros. Records era, from 1988's Green to 2001's Reveal, as well as two new recordings and two songs from movie soundtracks. The album was the tenth-best-selling album of 2003 in the UK, and the 50th-best-selling album of the 2000s in the UK.

Out of Time is the seventh studio album by American alternative rock band R.E.M., released on March 12, 1991 by Warner Bros. Records. With Out of Time, R.E.M.'s status grew from that of a cult band to a massive international act. The record topped the album sales charts in both the U.S. and the United Kingdom, spending 109 weeks on American album charts and enjoying two separate spells at the summit, and spending 183 weeks on the British charts and a single week at the top. The album has sold over four and a half million copies in the U.S. and over 18 million copies worldwide. The album won three Grammy Awards in 1992: one as Best Alternative Music Album, and two for the first single, "Losing My Religion."

New Adventures in Hi-Fi is the 10th studio album by the American alternative rock band R.E.M. It was their fifth major label release for Warner Bros. Records, released on September 9, 1996, in Europe and Australia and the following day in the United States. New Adventures in Hi-Fi was the last album recorded with founding member Bill Berry (who left the band amicably the following year), original manager Jefferson Holt, and long-time producer Scott Litt. It is also their longest studio album, with a total track time of 65 minutes.

Document is the fifth studio album by American rock band R.E.M., released on September 1, 1987 by I.R.S. Records. It was the first album by the band to be produced by Scott Litt.

Around the Sun был довольно прохладно встречен большинством музыкальных критиков. По мнению одного из редакторов интернет-портала «Allmusic» Стивена Томаса Эрлевайна, вошедшие в альбом «песни крепко сколочены, но при этом скучны, им не хватает музыкальных и текстовых хуков». Обозреватель журнала «Rolling Stone» Барри Уолтерс охарактеризовал Around the Sun как «как ещё один медленный, бессвязный CD от трио, которое не может полностью оправиться после ухода барабанщика Билла Берри в 1997 году».

Accelerate is the 14th studio album by American alternative rock band R.E.M., released on March 31, 2008 in Europe, and on April 1 in North America. Produced with Jacknife Lee, Accelerate was intended as a departure from the 2004 album Around the Sun.[2] R.E.M. previewed several of the album's tracks during a five-night residency at the Olympia Theatre in Dublin, Republic of Ireland, and recorded the album in a nine-week schedule.
The album was heralded as a return to form for the band, receiving a warm reception from music critics and achieving a 79/100 rating on Metacritic. Reviewers often complimented the aggressive, purposeful sound of the songs, with Q magazine critic Keith Cameron stating that "Accelerate is the sound of a band having enjoyed a good word with themselves—and us."