Chart hits
| Year | Title | Chart Positions | ||
|---|---|---|---|---|
| US | CB | UK[1] | ||
| 1945 | "Sentimental Journey" (w/ Les Brown) | 1 | — | — |
| "My Dreams Are Getting Better All the Time" (w/ Les Brown) | 1 | — | — | |
| "'Tain't Me" (w/ Les Brown) | 10 | — | — | |
| "Till the End of Time" (w/ Les Brown) | 3 | — | — | |
| "Aren't You Glad You're You?" (w/ Les Brown) | 11 | — | — | |
| "Come to Baby Do" (w/ Les Brown) / | 13 | — | — | |
| 1946 | "You Won't Be Satisfied (Until You Break My Heart)" (w/ Les Brown) | 4 | — | — |
| "Day by Day" (w/ Les Brown) | 15 | — | — | |
| "I Got the Sun in the Mornin' (and the Moon at Night)" (w/ Les Brown) | 10 | — | — | |
| "The Whole World Is Singing My Song" (w/ Les Brown) | 6 | — | — | |
| 1947 | "The Christmas Song" (w/ Les Brown) | 12 | — | — |
| "Sooner or Later" (w/ Les Brown) | 13 | — | — | |
| "Papa, Won't You Dance With Me" | 21 | — | — | |
| 1948 | "Thoughtless" (w/ Modernaires) | 24 | — | — |
| "Love Somebody" (w/ Buddy Clark) / | 1 | — | — | |
| "Confess" (w/ Buddy Clark) | 16 | — | — | |
| "Put 'em in a Box, Tie 'em with a Ribbon, and Throw 'em in the Deep Blue Sea" / | 27 | — | — | |
| "It's Magic" | 2 | — | — | |
| "My Darling, My Darling" (w/ Buddy Clark) | 7 | — | — | |
| 1949 | "Powder Your Face with Sunshine" (w/ Buddy Clark) | 16 | — | — |
| "Again" | 2 | — | — | |
| "Everywhere You Go" | 22 | — | — | |
| "Let's Take an Old-Fashioned Walk" (w/ Frank Sinatra) | 17 | — | — | |
| "Now That I Need You" | 20 | — | — | |
| "Canadian Capers" | 15 | — | — | |
| "Bluebird on Your Windowsill" | 19 | — | — | |
| 1950 | "Quicksilver" | 20 | — | — |
| "I Said My Pajamas (and Put on My Prayers)" | 21 | — | — | |
| "Enjoy Yourself (It's Later than You Think)" | 24 | — | — | |
| "Hoop-Dee-Doo" | 17 | — | — | |
| "Bewitched, Bothered and Bewildered" | 9 | — | — | |
| "I Didn't Slip, I Wasn't Pushed, I Fell" | 19 | — | — | |
| "A Bushel and a Peck" | 16 | — | — | |
| 1951 | "It's a Lovely Day Today" | 30 | — | — |
| "Would I Love You (Love You, Love You)" | 10 | — | — | |
| "Shanghai" | 7 | — | — | |
| "Domino" | 21 | — | — | |
| 1952 | "A Guy Is a Guy" | 1 | — | — |
| "Sugarbush" (w/ Frankie Laine) | 7 | 12 | 8 | |
| "When I Fall in Love" | 20 | — | — | |
| "No Two People" (w/ Donald O'Connor) | 25 | — | — | |
| "My Love and Devotion" | — | 31 | 10 | |
| "The Cherries" | — | 39 | — | |
| "A Full Time Job" (w/ Johnnie Ray) / | 20 | 21 | 11 | |
| "Ma Says, Pa Says" (w/ Johnnie Ray) | 23 | 28 | 12 | |
| 1953 | "Mister Tap Toe" | 10 | 11 | — |
| "When the Red, Red Robin (Comes Bob, Bob, Bobbin' Along)" | 29 | — | — | |
| "Candy Lips" (w/ Johnnie Ray) / | 17 | 18 | — | |
| "Let's Walk That-a-Way" (w/ Johnnie Ray) | — | 31 | 4 | |
| "Kiss Me Again, Stranger" / | 30 | — | — | |
| "A Purple Cow" | 25 | — | — | |
| "Choo Choo Train (Ch-Ch-Foo)" | 20 | — | — | |
| 1954 | "Secret Love" | 1 | 1 | 1 |
| "The Black Hills of Dakota" | — | — | 7 | |
| "Lost in Loveliness" | — | 25 | — | |
| "I Speak to the Stars" | 16 | 17 | — | |
| "Someone Else's Roses" | — | 32 | — | |
| "If I Give My Heart to You" / | 3 | 2 | 4 | |
| "Anyone Can Fall in Love" | 27 | 41 | — | |
| "Ready, Willing, and Able" / | — | 31 | 7 | |
| "Hold Me in Your Arms" | — | 39 | — | |
| 1955 | "Foolishly Yours" | — | 25 | — |
| "Love Me Or Leave Me" | — | — | 20 | |
| "I'll Never Stop Loving You" | 13 | 14 | 17 | |
| "Ooh Bang Jiggily Jang" | 83 | — | — | |
| 1956 | "Let It Ring" | 51 | — | — |
| "Que Sera, Sera (Whatever Will Be, Will Be)" | 2 | 3 | 1 | |
| "Julie" / | 64 | 40 | — | |
| "Love in a Home" | 79 | — | — | |
| "The Party's Over" | 63 | 47 | — | |
| 1957 | "Twelve O'Clock Tonight" | 68 | — | — |
| 1958 | "Teacher's Pet" | 56 | 36 | — |
| "A Very Precious Love" | — | — | 16 | |
| "Everybody Loves a Lover" | 6 | 6 | 25 | |
| "Tunnel of Love" | 43 | 53 | — | |
| 1959 | "Love Me in the Daytime" | 100 | 51 | — |
| 1960 | "Any Way the Wind Blows" | 50 | 109 | — |
| "Please Don't Eat the Daisies" | 102 | 102 | — | |
| "A Perfect Understanding" | 111 | — | — | |
| 1962 | "Lover Come Back" | 98 | — | — |
| 1964 | "Move Over Darling" | — | — | 8 |
| "Send Me No Flowers" | 135 | — | — | |
| 1967 | "Sorry" * | — | — | — |
* "Sorry" made the US AC chart at No. 19.