- "The Lady Is a Tramp" (Richard Rodgers, Lorenz Hart) - 4:23
- "I Gotta Right to Sing the Blues" (Harold Arlen, Ted Koehler) - 3:04
- "Get On the Right Track Baby" (Titus Turner, Ray Charles) - 2:46
- "Do Nothin' Till You Hear From Me" (Duke Ellington, Bob Russell) - 3:19
- "I Got a Woman" (Charles, Renald Richard) - 4:30
- "There Is No Greater Love" (Isham Jones, Marty Symes) - 2:37
- "Gee, Baby, Ain't I Good to You" (Andy Razaf, Don Redman) - 3:51
- "This Little Girl of Mine" (Charles) - 2:01
- "Till Then" (Eddie Seiler, Sol Marcus, Guy Wood) - 3:23
- "Face to Face" (Bob Ralske, Ben Weisman) - 3:06
- "Mess Around" (Ahmet Ertegün) - 2:49
- Sammy Davis Jr. - vocals
- George Rhodes - piano
- Sy Oliver, Jack Pleis, Morty Stevens - arranger, conductor
- The Count Basie Orchestra:
- John Anderson, Ernie Royal, Snooky Young, Thad Jones, Joe Newman - trumpet
- Benny Powell, Al Grey, Henry Coker, Henderson Chambers - trombone
- Marshall Royal, Frank Wess, Eric Dolphy - alto saxophone
- Frank Foster, Billy Mitchell - tenor saxophone
- Charlie Fowlkes - baritone saxophone
- Freddie Green - guitar
- Ed Jones - double bass
- Sonny Payne - drums
- Personnel as listed in the liner notes.[4]