| recordings |
|---|
| 1938-09-29 | You Must Have Been a Beautiful Baby | | Tommy Dorsey & His Clambake Seven | 2:52 |
| 1938-09-29 | You Must Have Been a Beautiful Baby | | Tommy Dorsey and His Clambake Seven | ?:?? |
| 1938-09-29 | You Must Have Been a Beautiful Baby | | Tommy Dorsey and His Clambake Seven | 2:52 |
| 1938-10-04 | You Must Have Been a Beautiful Baby | | Bing Crosby with Bob Crosby & His Orchestra | 2:56 |
| 1938-10-14 | You Must Have Been a Beautiful Baby | | Bing Crosby | 2:44 |
| 1939-01-20 | You Must Have Been a Beautiful Baby | | Nat Gonella with John Kirby's Orchestra | 2:58 |
| 1939-01-20 | You Must Have Been a Beautiful Baby | | Nat Gonella With the John Kirby Orchestra | 3:03 |
| 1946-01-23 | You Must Have Been a Beautiful Baby | cover and live | Frank Sinatra with Axel Stordahl & His Orchestra | 1:28 |
| 1959-02-22 | Medley | live and medley | Frank Sinatra & Dinah Shore | 5:51 |
| 1964-02-08 | You Must Have Been a Beautiful Baby | live | Dean Martin | 1:56 |
| 1967-06-08 | You Must Have Been a Beautiful Baby | cover | Peggy Lee | 1:52 |
| 1984-12 | You Must Have Been a Beautiful Baby | instrumental | Michael Abene | 4:59 |
| Barn Dance: On Mother Kelly's Doorstep / For Me And My Girl / You Must Have Been A Beautiful Baby | medley | Phil Kelsall | 3:09 |
| The Sheik of Araby / You Must Have Been a Beautiful Baby / When Day Is Done / Abide With Me / I Do Like to Be Beside the Seaside | instrumental and medley | Reginald Dixon | ?:?? |
| You Must Have Been a Beautiful Baby | | Bobby Darin | ?:?? |
| You Must Have Been a Beautiful Baby | | Hugo Rignold | 3:03 |
| You Must Have Been a Beautiful Baby | | The Dave Clark Five | 2:18 |
| You Must Have Been a Beautiful Baby | | The Dave Clark Five | 2:20 |
| You Must Have Been a Beautiful Baby | | Vic Damone | 1:48 |
| You Must Have Been a Beautiful Baby | | The Hi-Lo's | 1:32 |
| You Must Have Been a Beautiful Baby | | The Hi‐Lo’s with Frank Comstock and his Orchestra | 2:15 |
| You Must Have Been a Beautiful Baby | cover | George Maharis | 1:50 |
| You Must Have Been a Beautiful Baby | live | Dean Martin | 1:56 |
| You Must Have Been a Beautiful Baby | cover | Michael Bublé | 2:43 |
| You Must Have Been a Beautiful Baby | | Dorothy Carless | 2:42 |
| You Must Have Been a Beautiful Baby | | Perry Como | 2:17 |
| You Must Have Been a Beautiful Baby | | Frank Sinatra | 2:54 |
| You Must Have Been a Beautiful Baby | instrumental | Oscar Peterson | 4:10 |
| You Must Have Been a Beautiful Baby | | Red Norvo and His Orchestra | 2:48 |
| You Must Have Been a Beautiful Baby | instrumental | Oscar Peterson | 4:05 |
| You Must Have Been a Beautiful Baby | | Bob Crosby and His Orchestra | 2:56 |
| You Must Have Been a Beautiful Baby | | Johnny Mercer | 2:50 |
| You Must Have Been a Beautiful Baby | | Bobby Darin | 2:15 |
| You Must Have Been a Beautiful Baby | | Perry Como | 2:19 |
| You Must Have Been a Beautiful Baby | | Frank Sinatra | 2:01 |
| You Must Have Been a Beautiful Baby | | Oscar Peterson | 4:07 |
| You Must Have Been a Beautiful Baby | | Oscar Peterson | 4:08 |
| You Must Have Been a Beautiful Baby | | Oscar Peterson | 4:09 |
| You Must Have Been a Beautiful Baby | | Oscar Peterson | 4:06 |
| You Must Have Been a Beautiful Baby | | Nancy LaMott | 4:39 |
| You Must Have Been a Beautiful Baby | | Dean Martin | 1:32 |
| You Must Have Been a Beautiful Baby | | Dean Martin | 1:30 |
| You Must Have Been a Beautiful Baby | cover | Toni Tennille | 3:42 |
| You Must Have Been a Beautiful Baby | | The Dave Clark Five | ?:?? |
| You Must Have Been a Beautiful Baby | | Dean Martin | ?:?? |
| You Must Have Been a Beautiful Baby | | The Crew-Cuts | 2:14 |
| You Must Have Been a Beautiful Baby | | Johnny Mercer | 2:55 |
| You Must Have Been a Beautiful Baby | | JaLaLa | 5:32 |
| You Must Have Been a Beautiful Baby | | Banu Gibson | 3:29 |
| You Must Have Been a Beautiful Baby | | Bob Crosby and His Orchestra | 2:58 |
| You Must Have Been a Beautiful Baby | | Tommy Newsom & The L.A. Big Band All-Stars | 3:03 |
| You Must Have Been a Beautiful Baby | | Joni James | 2:32 |
| You Must Have Been a Beautiful Baby | | Sam Costa & Dorothy Carless | 2:50 |
| You Must Have Been a Beautiful Baby | | The Hi-Lo's | 2:15 |
| You Must Have Been a Beautiful Baby | instrumental | Warren Vaché & Brian Lemon | 2:42 |
| You Must Have Been a Beautiful Baby | | The Ralph Sharon Trio | 3:02 |
| You Must Have Been a Beautiful Baby | | Mildred Bailey | 2:48 |
| You Must Have Been a Beautiful Baby | | Bobby Darin | 2:12 |
| You Must Have Been a Beautiful Baby | cover | George Maharis | 1:49 |
| You Must Have Been a Beautiful Baby | instrumental | Ray Conniff Meets Billy Butterfield | ?:?? |
| You Must Have Been a Beautiful Baby | | The Easternaires | 2:17 |
| You Must Have Been a Beautiful Baby | cover | George Maharis | 1:44 |
| You Must Have Been a Beautiful Baby | cover | George Maharis | 1:48 |
| You Must Have Been A Beautiful Baby | | Chick Bullock | 2:20 |
| You Must Have Been A Beautiful Baby | | Bing Crosby | ?:?? |
| You Must Have Been A Beautiful Baby | | Oscar Peterson | 4:07 |
