Explore details about location Madison Avenue. Madison Avenue is a location situated within the Millville alongside other areas such as East Main Street, May Drive, South 3rd Street. Additionally, some smaller parts of Madison Avenue include specific areas like Cleveland Drive, Adams Avenue, Arlington Avenue adding to the diversity of its landscape.