Before all the questions about the methods or the rights and wrongs of capital punishment, there is the possibility of wrongful conviction.
Witnesses make mistakes. Juries make mistakes. People with mental and/or emotional problems confess to crimes they did not commit.
Once a prisoner is dead it is too late.