Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Sound Event Classification research benchmarks · SOTA2 Research

Sound Event Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ESC50 Actions (Source)

98.42Accuracy

9

Jun 18, 2026

82.21Top-1 Accuracy

9

Jun 16, 2026

98.25Top-1 Accuracy

9

Jun 16, 2026

AudioSet (test)

46.7mAP

9

Feb 26, 2026

24.46Accuracy

8

Feb 26, 2026

78.17Accuracy

8

Feb 26, 2026

ESC-50 Simulated Distributed Layouts (five-fold cross-validation)

Oracle (beamform)

36.8Accuracy (Circular)

6

Feb 26, 2026

DCASE17 Task 4 (test)

33.8F1 Score

4

Feb 26, 2026

Popular datasets

ESC ESC50 AudioSet DCASE UrbanS

Follow for updates

Join SOTA2 Contact