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Models/BEATs

BEATs

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio3 results

  • Audio ClassificationonESC-50
    Accuracy (5-fold)· uses extra data· 2022-12-18
    98.1
    best: 99.1 (OmniVec2)
    SOTA
    BEATs: Audio Pre-Training with Acoustic TokenizersarXiv:2212.09058
  • Audio ClassificationonESC-50
    Top-1 Accuracy· uses extra data· 2022-12-18
    98.1
    best: 99.1 (OmniVec2)
    SOTA
    BEATs: Audio Pre-Training with Acoustic TokenizersarXiv:2212.09058
  • Audio ClassificationonBalanced Audio Set
    Mean AP· 2022-12-18
    38.9
    best: 42.4 (EquiAV)
    SOTA
    BEATs: Audio Pre-Training with Acoustic TokenizersarXiv:2212.09058

Methodology3 results

  • ClassificationonESC-50
    Accuracy (5-fold)· uses extra data· 2022-12-18
    98.1
    best: 99.1 (OmniVec2)
    SOTA
    BEATs: Audio Pre-Training with Acoustic TokenizersarXiv:2212.09058
  • ClassificationonESC-50
    Top-1 Accuracy· uses extra data· 2022-12-18
    98.1
    best: 99.1 (OmniVec2)
    SOTA
    BEATs: Audio Pre-Training with Acoustic TokenizersarXiv:2212.09058
  • ClassificationonBalanced Audio Set
    Mean AP· 2022-12-18
    38.9
    best: 42.4 (EquiAV)
    SOTA
    BEATs: Audio Pre-Training with Acoustic TokenizersarXiv:2212.09058