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Models/AUL

AUL

Reported on 22 benchmarks across 2 tasks

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

Computer Vision22 results

  • Action Localizationon50 Salads
    Acc
    77.9
    best: 91.4 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action Localizationon50 Salads
    Edit
    77
    best: 89.1 (Semantic2Graph)
  • Action Localizationon50 Salads
    F1@10%
    84.4
    best: 92.7 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action Localizationon50 Salads
    F1@25%
    81.3
    best: 91.6 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action Localizationon50 Salads
    F1@50%
    67.1
    best: 88.5 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action LocalizationonGTEA
    Acc
    69.2
    best: 89.8 (Semantic2Graph)
  • Action LocalizationonGTEA
    Edit
    84
    best: 93.5 (FACT)
  • Action LocalizationonGTEA
    F1@10%
    88.2
    best: 96.1 (FACT)
  • Action LocalizationonGTEA
    F1@25%
    85.5
    best: 95.6 (FACT)
  • Action LocalizationonGTEA
    F1@50%
    67.3
    best: 91.3 (Semantic2Graph)
  • Action LocalizationonBreakfast
    Acc
    67.3
    best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
  • Action Segmentationon50 Salads
    Acc
    77.9
    best: 91.4 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action Segmentationon50 Salads
    Edit
    77
    best: 89.1 (Semantic2Graph)
  • Action Segmentationon50 Salads
    F1@10%
    84.4
    best: 92.7 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action Segmentationon50 Salads
    F1@25%
    81.3
    best: 91.6 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action Segmentationon50 Salads
    F1@50%
    67.1
    best: 88.5 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
  • Action SegmentationonGTEA
    Acc
    69.2
    best: 89.8 (Semantic2Graph)
  • Action SegmentationonGTEA
    Edit
    84
    best: 93.5 (FACT)
  • Action SegmentationonGTEA
    F1@10%
    88.2
    best: 96.1 (FACT)
  • Action SegmentationonGTEA
    F1@25%
    85.5
    best: 95.6 (FACT)
  • Action SegmentationonGTEA
    F1@50%
    67.3
    best: 91.3 (Semantic2Graph)
  • Action SegmentationonBreakfast
    Acc
    67.3
    best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))