- Artists and ModelsLyrics by Jack BrooksMusic by Harry WarrenSung over the credits by Dean MartinReprised during the finale by Dean Martin and Jerry Lewis
- The Bat Lady(credit only)Lyrics by Jack BrooksMusic by Harry WarrenWritten for this picture but evidently cut
- Innamorata (Sweetheart)Lyrics by Jack BrooksMusic by Harry WarrenSung by Dean MartinReprised (in a comedy treatment) by Shirley MacLaine
- The Lucky SongLyrics by Jack BrooksMusic by Harry WarrenSung and Danced by Dean Martin
- When You PretendLyrics by Jack BrooksMusic by Harry WarrenSung by Dean Martin and Jerry Lewis
- You Look So FamiliarLyrics by Jack BrooksMusic by Harry WarrenSung by Dean Martin
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![Shirley MacLaine, Jerry Lewis, and Dean Martin in Artists and Models (1955)](https://m.media-amazon.com/images/M/MV5BMjZkNzBiYjgtMWYyOC00MGFlLWI1NTAtOGE2MjczYzZkN2Q2XkEyXkFqcGdeQXVyMDI2NDg0NQ@@._V1_QL75_UX90_CR0,1,90,133_.jpg)