Eurythmics got back together in 1999 and made a ninth album . After almost a decade apart , Eurythmics reformed in the late 1990s to record their ninth album , Peace which was released in late 1999 . They reunited again in 2005 to release the single `` I 've Got a Life '' , as part of a new Eurythmics compilation album , Ultimate Collection .