| 1 | Come Dance With Me | ♡ | 1:36 | Sammy Cahn / Jimmy Van Heusen / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 2 | Something’s Gotta Give | ♡ | 2:34 | Johnny Mercer / Billy May | Frank Sinatra / Billy May & His Orchestra |
| 3 | Just in Time | ♡ | 2:20 | Jule Styne / Betty Comden / Adolph Green / Billy May | Frank Sinatra / Billy May & His Orchestra |
| 4 | Dancing in the Dark | ♡ | 3:02 | Arthur Schwartz / Howard Dietz / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 5 | Too Close for Comfort | ♡ | 2:30 | Lawrence Holofcener / Jerry Bock / George David Weiss / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 6 | I Could Have Danced All Night | ♡ | 2:36 | Alan Jay Lerner / Frederick Loewe / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 7 | Saturday Night (Is the Loneliest Night of the Week) | ♡ | 1:52 | Jule Styne / Sammy Cahn / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 8 | Day In - Day Out | ♡ | 3:20 | Rube Bloom / Johnny Mercer / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 9 | Cheek to Cheek | ♡ | 2:22 | Irving Berlin / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 10 | Baubles, Bangles and Beads | ♡ | 2:42 | George Forrest / Robert Wright / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
| 11 | The Song Is You | ♡ | 2:39 | Jerome Kern / Oscar Hammerstein II / Billy May | Frank Sinatra / Billy May & His Orchestra |
| 12 | The Last Dance | ♡ | 1:46 | Sammy Cahn / Jimmy Van Heusen / Billy May / Heinie Beau | Frank Sinatra / Billy May & His Orchestra |
