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FSD50K dataset and benchmarks · SOTA2 Research

Research Datasets

FSD50K

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Environmental sound classification

FSD50K

69.7mAP

126

Sound Event Tagging

FSD50K (test)

69.7mAP

42

FSD50K (eval)

94mAP

19

Speech Enhancement

FSD50K Clarity

4.64PESQ

14

Audio Classification

FSD50K (train/test)

58.27mAP

9

Text-to-Audio Generation

FSD50K

25.97FD

8

Acoustic Scene Classification

FSD50K (test)

54.1mAP

8

Hallucination Detection

FSD50K

1FPR

4

Audio Classification

FSD50K NAS-Bench-360

4Runtime (GPU hours)

4

Audio-to-Text Retrieval

FSD50K

69.7R@1

3

Ambisonics Encoding

FSD50K unseen (test)

-7.31SI-SDR

2

Popular tasks

Audio Classification Speech Enhancement Hallucination Detection Audio Tagging Environmental Sound Classification

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