blue #
= weekly pop chart peak
| 1 | Please Don't Go (Come Back Baby) | 1949 |  |
| Roy Brown |
| 2 | Please Don't Go | Jul 1958 | |
| Johnny Nash |
| 3 | Please Don't Go | Apr 1959 | |
| Patti Lewis |
| 4 | Please Don't Go | Jun 1960 | |
| Eddie Quinteros |
| 5 | Please Don't Go | Nov 1961 | |
| Ral Donner |
| 6 | Please Don't Go Away | Feb 1964 | |
| Johnny Tillotson |
| 7 | Please Don't Go | Mar 1969 | |
| Donald Peers |
| 8 | Please Don't Go | Apr 1969 | |
| Eddy Arnold |
| 9 | Please Don't Go | Sep 1974 | |
| Stevie Wonder |
| 10 | Please Don't Go | 1 | Dec 1979 | |
| KC And The Sunshine Band |
| 11 | Please Don't Go | Mar 1985 | |
| Nayobe |
| 12 | Please Don't Go Girl | 6 | Sep 1988 | |
| New Kids On The Block |
| 13 | Please Don't Go | May 1992 | |
| Boyz II Men |
| 14 | Please Don't Go | May 1992 | |
| Double You |
| 15 | Please Don't Go | 1 | Oct 1992 | |
| K.W.S. |
| 16 | Please Don't Go | May 1996 | |
| Immature |
| 17 | Please Don't Go | 7 | Mar 1997 | |
| No Mercy |
| 18 | Please Don't Go | Jun 2007 | |
| Tank |
| 19 | Please Don't Go | 7 | Nov 2010 | |
| Mike Posner |