Evaluation

MuseCPBench evaluates whether music editing systems preserve the musical properties that an edit should leave unchanged. It compares editing methods across four groups of musical characteristics and identifies recurring weaknesses in preservation.

A diagnostic study of reasoning failures in large language models.