blue #
= weekly pop chart peak
| 1 | Come Back To Me | 1949 |  |
| Bull Moose Jackson And His Buffalo Bearcats |
| 2 | Come Back To Me | 1956 | |
| Jimmy Newman |
| 3 | Come Back To Me | Jan 1988 | |
| Patrice Rushen |
| 4 | Come Back To Me | 3 | Aug 1990 | |
| Janet Jackson |
| 5 | Come Back To Me | Apr 1996 | |
| Angelheart Featuring Rochelle Harris |
| 6 | Come Back To Me | 19 | Nov 2006 | |
| Vanessa Hudgens |
| 7 | Come Back To Me | Apr 2009 | |
| David Cook |
| 8 | Come Back To Me | May 2009 | |
| Utada |
| 9 | Come Back To Me | Jun 2015 | |
| Urban Cone Featuring Tove Lo |