| # | Title | Rating | Length |
|---|
| 1 | Chicago | | 2:12 |
| 2 | I Could Have Danced All Night | | 2:39 |
| 3 | That Old Black Magic | | 4:05 |
| 4 | As Time Goes By | | 3:16 |
| 5 | I’ll be Seeing You | | 2:47 |
| 6 | Somewhere Along the Way | | 3:00 |
| 7 | These Foolish Things | | 3:57 |
| 8 | It Happened in Monterey | | 2:35 |
| 9 | Come Dance with Me | | 2:33 |
| 10 | Saturday Night is the Loneliest Night of All | | 1:54 |
| 11 | On the Sunny Side of the Street | | 2:42 |
| 12 | April in Paris | | 2:51 |
| 13 | South of the Border | | 2:51 |
| 14 | I’ve got You Under My Skin | | 3:43 |
| 15 | Love and Marriage | | 2:39 |
| 16 | Three Coins in the Fountain | | 3:05 |
| 17 | High Hopes | | 2:41 |
| 18 | The Lady is a Tramp- producer:
- Voyle Gilmore
- alto saxophone:
- Harry Klee and Willie Schwartz
- baritone saxophone:
- Joe Koch
- bass trombone:
- George Roberts
- cello:
- Ennio Bolognini , Edgar Lustgarten and Eleanor Slatkin
- double bass:
- Joe Comfort
- drums (drum set):
- Irv Cottler
- guitar:
- Nick Bonney
- harp:
- Kathryn Julye
- piano:
- Bill Miller
- tenor saxophone:
- Jules Kinsler and James Williamson
- trombone:
- Murray McEachern, Dick Noel and Juan Tizol
- trumpet:
- Harry “Sweets” Edison, Ray Linn, Mickey Mangano and Shorty Sherock
- viola:
- Alvin Dinkin, Stanley Harris and Maxine Johnson
- violin:
- Victor Bay, Alex Beller, Harold Dicterow, Kurt Dieterle, David Frisina, Alex Murray , Erno Neufeld, Lou Raderman, Eudice Shapiro and Joseph Stepansky
- lead vocals:
- Frank Sinatra (on 1956-11-26)
- orchestra:
- The Nelson Riddle Orchestra (on 1956-11-26)
- conductor:
- Nelson Riddle (on 1956-11-26)
- arranger and orchestrator:
- Nelson Riddle
- recorded at:
- Capitol Tower in Hollywood, Los Angeles, California, United States (on 1956-11-26)
- cover recording of:
- The Lady Is a Tramp (on 1956-11-26)
- lyricist:
- Lorenz Hart (in 1937)
- composer:
- Richard Rodgers (in 1937)
- publisher:
- Chappell & Co., Chappell & Co., Inc. and Warner Chappell Music Ltd.
- part of:
- Babes in Arms
- part of:
- Pal Joey
| 5 | 3:15 |
| 19 | I’ve Got the World on a String | | 2:11 |
| 20 | Just One of Those Things | | 3:12 |