Auditory Illusion Benchmark for Large Audio Language Models
AIB is presented, the first auditory illusion benchmark for LALMs, covering ten representative illusions across music, sound, and speech, each annotated for the presence of knowledge-based priors, and shows systematic differences that highlight the current limitations of LALMs as cognitive models.