Yes, Art of Erebus is definitely a goth band because most of their albums belong to the Gothic Rock and Darkwave genres, which are among the core subgenres of goth music. Albums like Negative White, Icon In Eyes, and An Open Case Of Parousia are examples of their goth sound.