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Models/PCAN

PCAN

Reported on 10 benchmarks across 8 tasks · 3 papers · 9 SOTA

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

Computer Vision6 results

  • VideoonBDD100K val
    mMOTSA· 2021-06-22
    27.4
    SOTA
    Prototypical Cross-Attention Networks for Multiple Object Tracking and SegmentationarXiv:2106.11958
  • Object TrackingonBDD100K val
    mMOTSA· 2021-06-22
    27.4
    SOTA
    Prototypical Cross-Attention Networks for Multiple Object Tracking and SegmentationarXiv:2106.11958
  • Video Instance SegmentationonBDD100K val
    mMOTSA· 2021-06-22
    27.4
    SOTA
    Prototypical Cross-Attention Networks for Multiple Object Tracking and SegmentationarXiv:2106.11958
  • Multi-Object Tracking and SegmentationonBDD100K val
    mMOTSA· 2021-06-22
    27.4
    best: 35.7 (UNINEXT-H)
    SOTA
    Prototypical Cross-Attention Networks for Multiple Object Tracking and SegmentationarXiv:2106.11958
  • Multiple Object TrackingonBDD100K val
    mMOTSA· 2021-06-22
    27.4
    SOTA
    Prototypical Cross-Attention Networks for Multiple Object Tracking and SegmentationarXiv:2106.11958
  • Visual Place RecognitiononOxford RobotCar Dataset
    AR@1%· 2019-04-22
    83.8
    best: 98.59 (CrossLoc3D)
    PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based RetrievalarXiv:1904.09793

Robots2 results

  • Activity RecognitiononMA-52
    F1_mean· 2024-12-19
    69.97
    SOTA
    Prototypical Calibrating Ambiguous Samples for Micro-Action RecognitionarXiv:2412.14719
  • Activity RecognitiononMA-52
    Top-1 Acc [Action]· 2024-12-19
    66.74
    SOTA
    Prototypical Calibrating Ambiguous Samples for Micro-Action RecognitionarXiv:2412.14719

Time Series2 results

  • Action RecognitiononMA-52
    F1_mean· 2024-12-19
    69.97
    SOTA
    Prototypical Calibrating Ambiguous Samples for Micro-Action RecognitionarXiv:2412.14719
  • Action RecognitiononMA-52
    Top-1 Acc [Action]· 2024-12-19
    66.74
    SOTA
    Prototypical Calibrating Ambiguous Samples for Micro-Action RecognitionarXiv:2412.14719