Could call and ask what type dress it should be.
"Hi! I'm so looking forward to dinner! I wasn't sure what the dress code was. Could you tell me so I know how to dress appropriately? Could I bring anything to help out with the meal? A salad, drinks, some clean up energy? Thanks for inviting me!"
Seems easier just to ask.