As with most other kinds of compensation, military separation payments are taxable in the year you receive them. Like military retirement pay, military separation benefits don’t represent a return of contributions of previously taxed income contributed by you to a retirement plan. As a result, you must include the entire amount received in income. There are no special provisions that allow separation pay to be averaged over a number of years or rolled over into an IRA.