Strong text-only LLMs exceed 90% accuracy in consistent cases but drop to 33-48% in conflict cases where acoustic and textual signals disagree

strong text-only LLMs exceed 90% accuracy in consistent cases but drop to 33-48% in conflict cases

http://arxiv.org/abs/2608.27176v1