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Models/STTRAN

STTRAN

Reported on 9 benchmarks across 2 tasks · 1 paper · 9 SOTA

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

Computer Vision9 results

  • Human-Object Interaction DetectiononVidHOI
    Detection: Full (mAP@0.5)· 2021-05-25
    7.61
    best: 11.12 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction DetectiononVidHOI
    Detection: Non-Rare (mAP@0.5)· 2021-05-25
    13.18
    best: 18.48 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction DetectiononVidHOI
    Detection: Rare (mAP@0.5)· 2021-05-25
    3.33
    best: 5.61 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction DetectiononVidHOI
    Oracle: Full (mAP@0.5)· 2021-05-25
    28.32
    best: 40.37 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction DetectiononVidHOI
    Oracle: Non-Rare (mAP@0.5)· 2021-05-25
    42.08
    best: 54.52 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction DetectiononVidHOI
    Oracle: Rare (mAP@0.5)· 2021-05-25
    17.74
    best: 29.5 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction AnticipationonVidHOI
    Person-wise Top5: t=1(mAP@0.5)· 2021-05-25
    29.09
    best: 37.77 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction AnticipationonVidHOI
    Person-wise Top5: t=3(mAP@0.5)· 2021-05-25
    27.59
    best: 34.75 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731
  • Human-Object Interaction AnticipationonVidHOI
    Person-wise Top5: t=5(mAP@0.5)· 2021-05-25
    27.32
    best: 34.07 (HOI4ABOT)
    SOTA
    ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in VideosarXiv:2105.11731