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Models/AVT

AVT

Reported on 10 benchmarks across 4 tasks

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

Robots3 results

  • Activity RecognitiononEPIC-KITCHENS-100
    Action@1
    47.2
    best: 58.3 (LLaVAction)
  • Activity RecognitiononEPIC-KITCHENS-100
    Noun@1
    59.3
    best: 69 (LLaVAction)
  • Activity RecognitiononEPIC-KITCHENS-100
    Verb@1
    70.4
    best: 76.2 (TIM)

Time Series3 results

  • Action RecognitiononEPIC-KITCHENS-100
    Action@1
    47.2
    best: 58.3 (LLaVAction)
  • Action RecognitiononEPIC-KITCHENS-100
    Noun@1
    59.3
    best: 69 (LLaVAction)
  • Action RecognitiononEPIC-KITCHENS-100
    Verb@1
    70.4
    best: 76.2 (TIM)

Methodology2 results

  • ClassificationonVGG-Sound
    Top-1 Accuracy
    63.9
    best: 66.2 (MMT)
  • ClassificationonVGG-Sound
    Top-5 Accuracy
    85
    best: 85.7 (MMT)

Miscellaneous2 results

  • Multi-modal ClassificationonVGG-Sound
    Top-1 Accuracy
    63.9
    best: 66.2 (MMT)
  • Multi-modal ClassificationonVGG-Sound
    Top-5 Accuracy
    85
    best: 85.7 (MMT)