Here's why:
* "Arts" is a general term. It's not a specific name like a title or a proper noun.
* General subjects are not capitalized. We capitalize specific names (like "The Louvre Museum" or "Shakespeare's plays") but not general subjects like "arts," "science," or "history."
Corrected sentence: They were interested in arts.