MFS.
On Spouse SSN part, write in N/A.
This way, the spouse doesn't have to file because he/she is not a recident. You are taxed on your own income.
However, you could file as MFJ if you will get more credit and deduction to offset the increased incomes from the spouse.
You would have to apply ITIN (W7) for the spouse.