| # | Title | Tracks |
|---|---|---|
| 1 | Everybody Loves Somebody | 43 |
| 2 | That's Amore | 36 |
| 3 | Memories Are Made Of This | 29 |
| 4 | Little Ole Wine Drinker, Me | 26 |
| 5 | You're Nobody Till Somebody Loves You | 24 |
| 6 | Volare | 18 |
| 7 | Ain't That A Kick In The Head | 17 |
| 8 | Let It Snow! Let It Snow! Let It Snow! | 17 |
| 9 | Sway (Quien Sera) | 15 |
| 10 | Mambo Italiano | 12 |
| 11 | Imagination | 11 |
| 12 | Return To Me | 11 |
| 13 | Standing On The Corner | 11 |
| 14 | Houston | 10 |
| 15 | Innamorata | 9 |
| 16 | Baby, It's Cold Outside | 8 |
| 17 | I Will | 8 |
| 18 | I'll Always Love You | 8 |
| 19 | On An Evening In Roma | 8 |
| 20 | Dream | 7 |
| View More Dean Martin Tracks | ||