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Models/UADT

UADT

Reported on 25 benchmarks across 5 tasks

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

Computer Vision10 results

  • Action Anticipationon50-Salads
    Top-1 Accuracy
    62.7
  • Action AnticipationonEGTEA
    Top-1 Accuracy
    68.4
  • Action AnticipationonEPIC-KITCHENS-100
    Recall@5
    23
    best: 27.6 (PlausiVL)
  • Action AnticipationonEPIC-KITCHENS-100
    Top-5 Noun
    46.6
    best: 54.23 (PlausiVL)
  • Action AnticipationonEPIC-KITCHENS-100
    Top-5 Verb
    43.5
    best: 55.62 (PlausiVL)
  • Action Recognition In Videoson50-Salads
    Top-1 Accuracy
    62.7
  • Action Recognition In VideosonEGTEA
    Top-1 Accuracy
    68.4
  • Action Recognition In VideosonEPIC-KITCHENS-100
    Recall@5
    23
    best: 27.6 (PlausiVL)
  • Action Recognition In VideosonEPIC-KITCHENS-100
    Top-5 Noun
    46.6
    best: 54.23 (PlausiVL)
  • Action Recognition In VideosonEPIC-KITCHENS-100
    Top-5 Verb
    43.5
    best: 55.62 (PlausiVL)

Robots5 results

  • Activity Recognitionon50-Salads
    Top-1 Accuracy
    62.7
  • Activity RecognitiononEGTEA
    Top-1 Accuracy
    68.4
  • Activity RecognitiononEPIC-KITCHENS-100
    Recall@5
    23
    best: 27.6 (PlausiVL)
  • Activity RecognitiononEPIC-KITCHENS-100
    Top-5 Noun
    46.6
    best: 54.23 (PlausiVL)
  • Activity RecognitiononEPIC-KITCHENS-100
    Top-5 Verb
    43.5
    best: 55.62 (PlausiVL)

Time Series5 results

  • Action Recognitionon50-Salads
    Top-1 Accuracy
    62.7
  • Action RecognitiononEGTEA
    Top-1 Accuracy
    68.4
  • Action RecognitiononEPIC-KITCHENS-100
    Recall@5
    23
    best: 27.6 (PlausiVL)
  • Action RecognitiononEPIC-KITCHENS-100
    Top-5 Noun
    46.6
    best: 54.23 (PlausiVL)
  • Action RecognitiononEPIC-KITCHENS-100
    Top-5 Verb
    43.5
    best: 55.62 (PlausiVL)

Knowledge Base5 results

  • 2D Human Pose Estimationon50-Salads
    Top-1 Accuracy
    62.7
  • 2D Human Pose EstimationonEGTEA
    Top-1 Accuracy
    68.4
  • 2D Human Pose EstimationonEPIC-KITCHENS-100
    Recall@5
    23
    best: 27.6 (PlausiVL)
  • 2D Human Pose EstimationonEPIC-KITCHENS-100
    Top-5 Noun
    46.6
    best: 54.23 (PlausiVL)
  • 2D Human Pose EstimationonEPIC-KITCHENS-100
    Top-5 Verb
    43.5
    best: 55.62 (PlausiVL)