A meta-benchmark that auto-generates multimodal music-perception multiple-choice tests from user symbolic music, demonstrated on ChoraleBricks with text-only and white-noise controls.
A known weakness of closed QA is that some bench- marks can be partially solved without perceiving any musical content, through reasoning over answer options alone [5,6]
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Music I Care About: Automated Multimodal Benchmarking of LLM Music Perception Skills on (Almost) Any Music
A meta-benchmark that auto-generates multimodal music-perception multiple-choice tests from user symbolic music, demonstrated on ChoraleBricks with text-only and white-noise controls.