Get Lost is the fifth studio album by American indie pop band The Magnetic Fields, released on October 24, 1995.

Their version of "With Whom to Dance" appears as the B-side of their 1999 single "The Pop Singer's Fear of the Pollen Count".

Advance Base recorded a version of "You and Me and the Moon" for the 2018 album Animal Companionship.

Kelly McKaig was the recording assistant, Eric Masunaga was the technical advisor and occasional mixer.

The spoken word French vocals on the song "Smoke and Mirrors" were translated by Andrew Beaujon.