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EPIC-SOUNDS dataset and benchmarks · SOTA2 Research

Research Datasets

EPIC-SOUNDS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Action Recognition

EPIC-SOUNDS

78.2Top-1 Accuracy

17

Audio-to-Text Retrieval

EPIC-Sounds

50.3mAP

8

Text-to-Audio Retrieval

EPIC-Sounds

17mAP

8

Audio-Visual Action Recognition

HD-EPIC-SOUNDS

31.9Top-1 Accuracy

7

Audio-visual Recognition

EPIC-SOUNDS (test val)

61Accuracy

5

Audio Recognition

EPIC-Sounds (test)

55.9Top-1 Accuracy

5

Sound Recognition

EPIC-SOUNDS (val)

58.3Top-1 Accuracy

5

Audio Detection

EPIC-Sounds (test)

15.7AP@0.1

2

Popular tasks

Action Recognition Audio Recognition Sound Recognition Text-to-Audio Retrieval Audio-to-Text Retrieval

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