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Environmental Sound Classification research benchmarks – Page 2 · SOTA2 Research

Environmental Sound Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ESC-50 (fold 0)

29.15Accuracy

4

Jun 2, 2026

ESC-50 (fine-tuning)

86.8Accuracy

2

Jun 9, 2026

Page 2 of 2

Popular datasets

ESC ESC-50 ARCA23K-FSD ARCA-FSD DCASE

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