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Papers Benchmarks Datasets Tasks

Audio Recognition research benchmarks · SOTA2 Research

Audio Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Speech Commands V2

98.9Accuracy

43

Feb 26, 2026

VGG-Sound (test)

64.1Top-1 Acc

22

Feb 26, 2026

AudioSet 2k (balanced)

35.6Top-1 Accuracy

9

Feb 26, 2026

EPIC-KITCHENS 100 (val)

Slow-Fast (Proposed)

46.05Overall Top-1 Verb Acc

7

Feb 26, 2026

EPIC-Sounds (test)

55.9Top-1 Accuracy

5

Feb 26, 2026

OpenImages-5K (test)

30.24WER

5

Feb 26, 2026

EPIC-KITCHENS 100 (test)

Slow-Fast (Proposed)

46.47Top-1 Verb Acc (Overall)

2

Feb 26, 2026

Popular datasets

Epic-Kitchens AudioSet Speech Commands OpenImages VGG-Sound

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