Codesota · Audio · Audio-Language Models · MMAUTasks/Audio/Audio-Language Models
Audio-Language Models · benchmark dataset · EN

MMAU.

The MMAU dataset is for audio-language models and is a Massive Multi-Task Audio Understanding and Reasoning Benchmark. It features 10,000 human-annotated audio-question-response pairs and encompasses 27 distinct skills across unique tasks.

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§ 01 · Leaderboard

Best published scores.

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§ 06 · Contribute

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

Submit a result Read submission guide
What a submission needs
  • 01A public checkpoint or API endpoint
  • 02A reproduction script with frozen commit + seed
  • 03Declared evaluation environment (Python, deps)
  • 04One row per metric declared by this dataset
  • 05A contact so we can follow up on discrepancies