It is been my understanding that the reason there has been no death penalty for such crimes was the logic that if the penalty for getting caught was death, then there would be no incentive to leave any witness to the crime alive. Not sure I completely agree with that.
Actually rape of any kind was a capital offense in many states but the USSC ruled in the 1970s that the penalty “excessive”.