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Models/AVID

AVID

Reported on 6 benchmarks across 4 tasks · 1 paper · 2 SOTA

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

Robots2 results

  • Activity RecognitiononUCF101 (finetuned)
    3-fold Accuracy· 2020-04-27
    91.5
    best: 95.7 (BraVe:V-FA (TSM-50x2))
    Audio-Visual Instance Discrimination with Cross-Modal AgreementarXiv:2004.12943
  • Activity RecognitiononHMDB51 (finetuned)
    Top-1 Accuracy· 2020-04-27
    64.7
    best: 77.8 (BraVe:V-FA (TSM-50x2))
    Audio-Visual Instance Discrimination with Cross-Modal AgreementarXiv:2004.12943

Time Series2 results

  • Action RecognitiononUCF101 (finetuned)
    3-fold Accuracy· 2020-04-27
    91.5
    best: 95.7 (BraVe:V-FA (TSM-50x2))
    Audio-Visual Instance Discrimination with Cross-Modal AgreementarXiv:2004.12943
  • Action RecognitiononHMDB51 (finetuned)
    Top-1 Accuracy· 2020-04-27
    64.7
    best: 77.8 (BraVe:V-FA (TSM-50x2))
    Audio-Visual Instance Discrimination with Cross-Modal AgreementarXiv:2004.12943

Audio1 result

  • Audio ClassificationonESC-50
    Top-1 Accuracy· 2020-04-27
    89.2
    best: 99.1 (OmniVec2)
    SOTA
    Audio-Visual Instance Discrimination with Cross-Modal AgreementarXiv:2004.12943

Methodology1 result

  • ClassificationonESC-50
    Top-1 Accuracy· 2020-04-27
    89.2
    best: 99.1 (OmniVec2)
    SOTA
    Audio-Visual Instance Discrimination with Cross-Modal AgreementarXiv:2004.12943