They Got Lost is a rarities compilation album by the group They Might Be Giants. It was issued in 2002 (see 2002 in music) in the USA and 2005 in the UK. It was available through online order several years before it went into general release. Five tracks were previously released on the 1999 eMusic compilation album Long Tall Weekend, while four others are culled from the Working Undercover for the Man EP.