There are several types of capital punishment discussed in the document including beheading, electric chair, gas chamber, hanging, lethal injection, shooting, and ling chi or slow slicing. Historically, methods such as beheading, hanging, and slow slicing were used, while more modern approaches include the electric chair, gas chamber, and lethal injection.