AU-Harness: An Open-Source Toolkit for Efficient and Unified Evaluation of AUdio-LLMs.

arXiv:2509.08031v4 Announce Type: replace-cross Abstract: Large Audio Language Models (LALMs) are rapidly advancing, but evaluating them remains challenging due to inefficient and nonstandardized toolkits that limit fair comparison and systematic assessment. E