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Audio event classification research benchmarks · SOTA2 Research

Audio event classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

80.8mAP

9

Feb 26, 2026

DCASE (official)

95Top-1 Accuracy

9

Feb 26, 2026

AudioSet (train)

34.7mAP

8

Feb 26, 2026

39.4mAP

8

Feb 26, 2026

ESC-50 (evaluation)

96.1Accuracy

2

Feb 26, 2026

Popular datasets

AudioSet ESC DCASE DASL

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