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ESC50 dataset and benchmarks · SOTA2 Research

Research Datasets

ESC50

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Audio Classification

ESC50 (test)

0.98R@1 Accuracy

28

Audio Classification

ESC50 Actions

100Accuracy (Base)

27

Zero-shot Audio Classification Explanation

ESC50 contamination

39.4AI

24

Sound Event Classification

ESC50 Actions (Source)

98.42Accuracy

9

Sound Event Classification

ESC50-A Source

78.17Accuracy

8

Audio Classification

ESC50 Actions (test)

99Accuracy

7

Open-ended Audio Classification

ESC50 Open

36.9Accuracy

3

Action Recognition

ESC50 Actions

52.77mAP

2

Popular tasks

Audio Classification Sound Event Classification Action Recognition Open-ended Audio Classification Zero-shot Audio Classification Explanation

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