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Models/SGT

SGT

Reported on 21 benchmarks across 3 tasks · 2 papers · 3 SOTA

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

Computer Vision20 results

  • Multi-Object TrackingonHiEve
    IDF1· 2022-05-02
    53.7
    SOTA
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonHiEve
    IDF1· 2022-05-02
    53.7
    SOTA
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonHiEve
    MOTA· 2022-05-02
    47.2
    best: 48.6 (CSTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT20
    HOTA· uses extra data· 2022-05-02
    57
    best: 66.4 (BoostTrack++)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT20
    IDF1· uses extra data· 2022-05-02
    70.6
    best: 82 (BoostTrack++)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT20
    MOTA· uses extra data· 2022-05-02
    72.8
    best: 78.2 (SMILEtrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT17
    HOTA· 2022-05-02
    60.8
    best: 67.1 (TrackTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT17
    IDF1· 2022-05-02
    72.8
    best: 83.1 (TrackTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT17
    MOTA· 2022-05-02
    76.4
    best: 81.8 (TrackTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT16
    IDF1· uses extra data· 2022-05-02
    73.5
    best: 76.8 (STGT)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Multi-Object TrackingonMOT16
    MOTA· uses extra data· 2022-05-02
    76.8
    best: 77.7 (PPTracking)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonHiEve
    MOTA· 2022-05-02
    47.2
    best: 48.6 (CSTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT20
    HOTA· uses extra data· 2022-05-02
    57
    best: 66.4 (BoostTrack++)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT20
    IDF1· uses extra data· 2022-05-02
    70.6
    best: 82 (BoostTrack++)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT20
    MOTA· uses extra data· 2022-05-02
    72.8
    best: 78.2 (SMILEtrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT17
    HOTA· 2022-05-02
    60.8
    best: 67.1 (TrackTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT17
    IDF1· 2022-05-02
    72.8
    best: 83.1 (TrackTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT17
    MOTA· 2022-05-02
    76.4
    best: 81.8 (TrackTrack)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT16
    IDF1· uses extra data· 2022-05-02
    73.5
    best: 76.8 (STGT)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968
  • Object TrackingonMOT16
    MOTA· uses extra data· 2022-05-02
    76.8
    best: 77.7 (PPTracking)
    Detection Recovery in Online Multi-Object Tracking with Sparse Graph TrackerarXiv:2205.00968

Other1 result

  • Joint Event and Temporal Relation ExtractiononTB-Dense
    Event Detection F-score· 2021-04-19
    91
    SOTA
    Extracting Temporal Event Relation with Syntax-guided Graph TransformerarXiv:2104.09570