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Models/PivoTAL

PivoTAL

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 Vision20 results

  • VideoonTHUMOS 2014
    mAP@0.1:0.5
    60.1
    best: 71.6 (HR-Pro)
  • VideoonTHUMOS 2014
    mAP@0.1:0.7
    49.6
    best: 60.3 (HR-Pro)
  • VideoonTHUMOS 2014
    mAP@0.5
    42.8
    best: 52.2 (HR-Pro)
  • VideoonActivityNet-1.3
    mAP@0.5
    45.1
  • VideoonActivityNet-1.3
    mAP@0.5:0.95
    28.1
    best: 28.8 (SAL)
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5
    60.1
    best: 71.6 (HR-Pro)
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7
    49.6
    best: 60.3 (HR-Pro)
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.5
    42.8
    best: 52.2 (HR-Pro)
  • Temporal Action LocalizationonActivityNet-1.3
    mAP@0.5
    45.1
  • Temporal Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95
    28.1
    best: 28.8 (SAL)
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5
    60.1
    best: 71.6 (HR-Pro)
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7
    49.6
    best: 60.3 (HR-Pro)
  • Action LocalizationonTHUMOS 2014
    mAP@0.5
    42.8
    best: 52.2 (HR-Pro)
  • Action LocalizationonActivityNet-1.3
    mAP@0.5
    45.1
  • Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95
    28.1
    best: 28.8 (SAL)
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5
    60.1
    best: 71.6 (HR-Pro)
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7
    49.6
    best: 60.3 (HR-Pro)
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.5
    42.8
    best: 52.2 (HR-Pro)
  • Weakly Supervised Action LocalizationonActivityNet-1.3
    mAP@0.5
    45.1
  • Weakly Supervised Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95
    28.1
    best: 28.8 (SAL)

Methodology5 results

  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.5
    60.1
    best: 71.6 (HR-Pro)
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.7
    49.6
    best: 60.3 (HR-Pro)
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.5
    42.8
    best: 52.2 (HR-Pro)
  • Zero-Shot LearningonActivityNet-1.3
    mAP@0.5
    45.1
  • Zero-Shot LearningonActivityNet-1.3
    mAP@0.5:0.95
    28.1
    best: 28.8 (SAL)