Not exactly the most comfortable or romantic place to eat (more like a dinner), but the food is cheap and good. Rochester is famous for garbage plates (usually either a hamburger or hot dog, meat sauce, potato salad, etc) and Dogtown makes the best–and perhaps the only–vegetarian version. Definitely worth checking this place out!
691 Monroe Ave
Rochester, NY 14607