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Papers Benchmarks Datasets Tasks

Interpretation for Audio Classification research benchmarks · SOTA2 Research

Interpretation for Audio Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UrbanSound8K Mel-Masking US8K contamination (test)

42.7AI

12

Feb 26, 2026

UrbanSound8K STFT-Masking, LJ-Speech contamination (test)

38.74Attribution Importance (AI)

6

Feb 26, 2026

UrbanSound8K Mel-Masking LJ-Speech contamination (test)

36.24AI

6

Feb 26, 2026

UrbanSound8K STFT-Masking White Noise contamination (test)

46.51Attribution Importance Score

6

Feb 26, 2026

UrbanSound8K STFT-Masking, ESC50 contamination (test)

39.42AI

6

Feb 26, 2026

Popular datasets

UrbanSound UrbanSound8k

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