Yes, Catastrophe Ballet could be partially considered a goth band because on some of their albums they played Second Wave of Gothic Rock, which is a core subgenre of goth music. Albums like Pandemonium, Transition, and Monologues Of The Past And The Future are examples of their goth sound.