Spacer between the BB and the frame on the drive side, yep. Do not put spacers on the BB axle, it's tapered so by doing this you end up with loose cranks.
Edit: This is assuming it's a 'normal' BB, where the main unit is one piece with the right hand cup. This will also mean the LH cup will likely disappear inside the frame a few mm, but that's fine.