Conversation so far:
What was Rebel, Sweetheart by the Wallflowers?
In July 2004, the Wallflowers returned to the studio to record their fifth album, Rebel, Sweetheart.
Did The Wallflower's album Rebel, Sweetheart rank high on the charts?
Despite widespread critical acclaim, The Wallflowers' album Rebel, Sweetheart performed relatively poorly commercially, peaking at No. 40 on the Billboard 200.
Did any singles from The Wallflowers' album Rebel, Sweetheart chart?
The first single from The Wallflowers' album Rebel, Sweetheart, The Beautiful Side of Somewhere, hit No. 5 on AAA radio.
How did The Wallflowers' single The Beautiful Side of Somewhere do?
The first single from The Wallflowers' album Rebel, Sweetheart, The Beautiful Side of Somewhere, hit No. 5 on AAA radio.
What was on the Sweetheart side of the Wallflowers' album Rebel, Sweetheart?
On the Sweetheart side of The Walflowers' album Rebel, Sweetheart was a DVD that included exclusive performances and arrangements of some of the band's songs, as well as an interview with comedian Jon Lovitz.
Was there anything else interesting in this section, besides Rebel Sweetheart's album and singles chart rankings?
Around the time of the album's release, the Wallflowers set out on what would be their last tour for two years. They were joined by Stuart Mathis on lead guitar.
Where did The Wallflowers tour?
After releasing their debut album, The Wallflowers began touring nationwide as an opening act for bands such as the Spin Doctors and 10,000 Maniacs.
Other than the release of their album Rebel, Sweetheart, what else happened to The Wallflowers in 2005?
After 2005, the Wallflowers ended their relationship with Interscope Records.
Were The Wallflowers with any other labels during the hiatus?
As a band, The Wallflowers, was not, but some members like Jakob Dylan toured with producer T-Bone Burnett and later that year, signed a contract with Columbia Records as a solo artist.

Question: What did they do in 2004?
Self-contained rewrite: What did The Wallflowers do in 2004?