Blend the olive oil, white wine vinegar, sugar, and oregano in a small dish. Salt and pepper; set aside. In a large bowl add the rest of the ingredients; lightly mix together.
Add the dressing to the bean mixture, lightly mix again. Cover and refrigerate for several hours before serving; garnish with fresh mint.