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VGG-Sound dataset and benchmarks · SOTA2 Research

Research Datasets

VGG-Sound

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Audio Classification

VGG-Sound

88.15Top-1 Accuracy

83

Audio Classification Attribution

VGG-Sound (val)

14.56Deletion AUC

28

Audio recognition

VGG-Sound (test)

64.1Top-1 Acc

22

Video-to-Audio Generation

VGG-Sound

0Fréchet Distance (FD)

10

Discovering the cause of incorrect predictions

VGG-Sound

26.56Avg Highest Confidence (Top 25%)

8

Popular tasks

Audio Classification Audio Recognition Video-to-Audio Generation Audio Classification Attribution Discovering the cause of incorrect predictions

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