| Year | Single | Peak chart
positions |
|---|
US
[37] |
|---|
| 1943 | "Close to You"
"You'll Never Know" | 10 |
| 2 |
| "Sunday, Monday, or Always" | 9 |
"People Will Say We're in Love"
"Oh, What a Beautiful Mornin'" | 3 |
| 12 |
| 1944 | "I Couldn't Sleep a Wink Last Night"
"A Lovely Way to Spend An Evening" | 4 |
| 11 |
"White Christmas"
"If You Are But a Dream" | 7 |
| 19 |
"Saturday Night (Is the Loneliest Night of the Week)"
"I Dream of You (More than You Dream I Do)" | 2 |
| 7 |
| 1945 | "What Makes the Sunset?" | 13 |
"Ol' Man River"
"Stormy Weather" | — |
| — |
"When Your Lover Has Gone"
"I Should Care" | — |
| 8 |
| "Dream" | 5 |
| "Put Your Dreams Away (For Another Day)" | — |
| "Homesick, That's All" | 23 |
"If I Loved You"
"You'll Never Walk Alone" (with The Ken Lane Singers) | 7 |
| 9 |
| "The Charm of You" | — |
| "My Shawl" | — |
"Lily Belle"
"Don't Forget Tonight Tomorrow" (with The Charioteers) | — |
| 9 |
| "White Christmas" (reissue) | — |
| "Nancy (With the Laughing Face)" | 10 |
"America the Beautiful" (with The Ken Lane Singers)
"The House I Live In" | — |
| 22 |
| 1946 | "Oh! What It Seemed to Be"
"Day by Day" | 1 |
| 5 |
| "Full Moon and Empty Arms" | 17 |
| "All Through the Day" | 7 |
"They Say It's Wonderful"
"The Girl That I Marry" | 2 |
| 11 |
"From This Day Forward"
"Something Old, Something New" | 18 |
| 21 |
| "Soliloquy (Part 1 & 2)" | — |
| "Five Minutes More" | 1 |
| "One Love" | — |
| "Begin the Beguine" | 23 |
"The Coffee Song"
"The Things We Did Last Summer" | 6 |
| 8 |
| "Silent Night" (with The Ken Lane Singers) | — |
| "Jingle Bells" (with The Ken Lane Singers) | — |
| "September Song" | 8 |
| 1947 | "This Is the Night" | 11 |
| "That's How Much I Love You" (with The Page Cavanaugh Trio) | 10 |
| "I Want to Thank Your Folks" | — |
| "It's the Same Old Dream" (with Four Hits and A Miss) | — |
| "Sweet Lorraine" | — |
"I Believe"
"Time After Time" | 5 |
| 16 |
"Mam'selle"
"Stella by Starlight" | 1 |
| 21 |
| "Almost Like Being in Love" | 20 |
| "Tea for Two" | — |
"Ain'tcha Ever Comin' Back"
"I Have But One Heart" | 21 |
| 13 |
| "Christmas Dreaming (A Little Early This Year)" | 26 |
| "I've Got a Home in That Rock" | — |
"So Far"
"A Fellow Needs a Girl" | 8 |
| 24 |
| "The Dum Dot Song" (with The Pied Pipers) | 21 |
| "You're My Girl" | 23 |
| 1948 | "What'll I Do?"
"My Cousin Louella" (with The Tony Mottola Trio) | 23 |
| 24 |
| "But Beautiful" | 14 |
| "For Every Man There's a Woman" | — |
| "But None Like You" | — |
| "I've Got A Crush on You" (featuring Bobby Hackett) | — |
| "All of Me" | 21 |
| "It Only Happens When I Dance With You" | 19 |
| "Nature Boy" (with The Jeff Alexander Choir) | 7 |
"Just For Now"
"Everybody Loves Somebody" | 21 |
| 25 |
| 1949 | "Kiss Me Again" | — |
| "Autumn in New York" | 27 |
| "Senorita" | — |
| "A Little Learnin' Is a Dangerous Thing" (with Pearl Bailey) | — |
| "Sunflower" | 14 |
| "Why Can't You Behave?" (with the Phil Moore Four) | — |
| "Comme Ci Comme Ca" | — |
| "If You Stub Your Toe on the Moon" (with the Phil Moore Four) | — |
| "Bop! Goes My Heart" (with the Phil Moore Four) | — |
"Some Enchanted Evening"
"Bali Ha'i" | 6 |
| 18 |
| "The Right Girl for Me" | — |
| "The Hucklebuck" (with The Ken Lane Quintet) | 10 |
| "Let's Take an Old-Fashioned Walk" (with Doris Day) | 17 |
| "It All Depends on You" | — |
| "Don't Cry Joe" (with The Pastels) | 9 |
| "Bye Bye Baby" (with The Pastels) | — |
| "If I Ever Love Again" (with The Double Daters) | — |
| "That Lucky Old Sun" | 16 |
| "Mad About You" | — |
| "The Old Master Painter" (with The Modernaires) | 13 |
| 1950 | "Sorry" | 28 |
| "(We've Got a) Sure Thing" (with The Modernaires) | — |
"Chattanoogie Shoe Shine Boy"
"God's Country" (with The Jeff Alexander Choir) | 10 |
| 25 |
| "Kisses and Tears" (with Jane Russell) | — |
| "American Beauty Rose" (with Mitch Miller's Dixieland Band) | 26 |
| "Poinciana (Song Of the Tree)" | — |
| "Peachtree Street" (with Rosemary Clooney) | — |
| "Goodnight, Irene" (with The Mitch Miller Singers) | 5 |
| "Life Is So Peculiar" (with Helen Carroll) | — |
| "One Finger Melody" | 9 |
| "Nevertheless (I'm In Love with You)" | 14 |
| "Let It Snow" (with The Swanson Quartet) | — |
| 1951 | "I Am Loved" | — |
| "Take My Love" | — |
| "Love Means Love" | — |
| "You're the One (for Me)" | 17 |
| "We Kiss in a Shadow" | 22 |
| "Love Me" | — |
"Mama Will Bark" (with Dagmar)
"I'm a Fool to Want You" | 21 |
| 14 |
| "It's a Long Way from Your House to My House" | — |
| "Castle Rock" | 26 |
| "April in Paris" | — |
| 1952 | "I Hear a Rhapsody" | 24 |
| "Feet of Clay" | — |
| "My Girl" | — |
| "Luna Rossa" (with The Norman Luboff Choir) | — |
"Bim Bam Baby"
"Azure-Te (Paris Blues)" | 20 |
| 30 |
| "The Birth of the Blues" | 19 |
| "I'm Glad There Is You" | — |
| 1953 | "Sheila" (with The Jeff Alexander Choir) | — |
| 1954 | "I'm a Fool to Want You" (reissue) | — |
