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Models/STGT

STGT

Reported on 16 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Computer Vision16 results

  • Multi-Object TrackingonMOT20
    IDF1· uses extra data· 2021-04-01
    75.2
    best: 82 (BoostTrack++)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Multi-Object TrackingonMOT20
    MOTA· uses extra data· 2021-04-01
    77.5
    best: 78.2 (SMILEtrack)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Multi-Object TrackingonMOT17
    IDF1· 2021-04-01
    75.1
    best: 83.1 (TrackTrack)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Multi-Object TrackingonMOT17
    MOTA· 2021-04-01
    76.7
    best: 81.8 (TrackTrack)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Multi-Object TrackingonMOT16
    IDF1· uses extra data· 2021-04-01
    76.8
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Multi-Object Trackingon2DMOT15
    IDF1· uses extra data· 2021-04-01
    66
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object TrackingonMOT20
    IDF1· uses extra data· 2021-04-01
    75.2
    best: 82 (BoostTrack++)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object TrackingonMOT20
    MOTA· uses extra data· 2021-04-01
    77.5
    best: 78.2 (SMILEtrack)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object TrackingonMOT17
    IDF1· 2021-04-01
    75.1
    best: 83.1 (TrackTrack)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object TrackingonMOT17
    MOTA· 2021-04-01
    76.7
    best: 81.8 (TrackTrack)
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object TrackingonMOT16
    IDF1· uses extra data· 2021-04-01
    76.8
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object Trackingon2DMOT15
    IDF1· uses extra data· 2021-04-01
    66
    SOTA
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Multi-Object TrackingonMOT16
    MOTA· uses extra data· 2021-04-01
    76.7
    best: 77.7 (PPTracking)
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Multi-Object Trackingon2DMOT15
    MOTA· uses extra data· 2021-04-01
    57
    best: 60.6 (FairMOT)
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object TrackingonMOT16
    MOTA· uses extra data· 2021-04-01
    76.7
    best: 77.7 (PPTracking)
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194
  • Object Trackingon2DMOT15
    MOTA· uses extra data· 2021-04-01
    57
    best: 60.6 (FairMOT)
    TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingarXiv:2104.00194