Jizhong Liu

MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks

While large audio-language models have advanced open-ended audio understanding, they still fall short of nuanced human-level comprehension. This gap persists largely because current benchmarks, limited by data annotations and evaluation metrics, fail to reliably distinguish between generic and highl…