brown #
= weekly rock chart peak
blue #
= pop chart peak
| 1 | Jimmy Valentine | 1911 |  |
| Peerless Quartet |
| 2 | My Funny Valentine | 1945 | |
| Hal McIntyre And His Orchestra with Ruth Gaylor |
| 3 | My Funny Valentine | 1954 | |
| Gerry Mulligan Quartet with Chet Baker trumpet |
| 4 | Blue Valentine | 1954 | |
| The Solitaires |
| 5 | My Funny Valentine | Mar 1957 | |
| Ella Fitzgerald |
Additional versions of My Funny Valentine
| 6 | St. Valentine's Angel | Jan 1974 | |
| Donovan |
| 7 | Valentine Love | Dec 1975 | |
| Norman Connors Featuring Michael Henderson And Jean Carn |
| 8 | Valentine | Feb 1988 | |
| T'Pau |
| 9 | Valentine | Apr 1991 | |
| Nils Lofgren |
| 10 | Valentine | 21 | Dec 1997 | |
| Martina McBride With Special Guest Artist Jim Brickman |
| 11 | Valentine | 17 | Jun 1999 | |
| Shades Apart |
| 12 | Valentine's Day | 2000 | |
| Marilyn Manson |
| 13 | Valentine | Jul 2004 | |
| Bobby Bare, Jr. |
| 14 | Valentine | Mar 2006 | |
| Delays |
| 15 | Valentine | May 2007 | |
| Lloyd |
| 16 | Secret Valentine | Apr 2009 | |
| We The Kings |
| 17 | Your Valentine | May 2009 | |
| Static Major |
| 18 | Happy Valentine | Feb 2011 | |
| Force M.D.'s |
| 19 | My Valentine | Feb 2012 | |
| Keith Sweat Featuring Coko Of SWV |
| 20 | My Valentine | Apr 2012 | |
| Paul McCartney |
| 21 | Valentine's Day | Jul 2013 | |
| David Bowie |