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Audio Understanding Robustness research benchmarks · SOTA2 Research

Audio Understanding Robustness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MMAU Sound (SNR=-10dB)

66.83Accuracy

36

May 26, 2026

MMAU Speech SNR=-10dB

62.89Accuracy

18

May 26, 2026

MMAU Music SNR=-10dB

64.82Accuracy

18

May 26, 2026

Popular datasets

MMAU MMAU Speech

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