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Models/UniTrack

UniTrack

Reported on 18 benchmarks across 6 tasks · 1 paper · 8 SOTA

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

Computer Vision18 results

  • Multi-Object TrackingonMOTS20
    IDF1· 2021-07-05
    67.2
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Multi-Object TrackingonMOTS20
    IDs· 2021-07-05
    622
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Multi-Object TrackingonMOT16
    IDs· 2021-07-05
    683
    best: 1324 (OUTrack_fm)
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Object TrackingonMOTS20
    IDF1· 2021-07-05
    67.2
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Object TrackingonMOTS20
    IDs· 2021-07-05
    622
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Object TrackingonMOT16
    IDs· 2021-07-05
    683
    best: 1324 (OUTrack_fm)
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Pose TrackingonPoseTrack2018
    IDF1· 2021-07-05
    73.2
    best: 79.3 (4DHumans + ViTDet)
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Pose TrackingonPoseTrack2018
    IDs· 2021-07-05
    6760
    SOTA
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • VideoonDAVIS 2017
    mIoU· 2021-07-05
    58.4
    best: 59 (VOSwL (Mask+Language))
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Multi-Object TrackingonMOTS20
    sMOTSA· 2021-07-05
    68.9
    best: 70.4 (ReMOTS)
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Multi-Object TrackingonMOT16
    IDF1· 2021-07-05
    71.8
    best: 76.8 (STGT)
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Multi-Object TrackingonMOT16
    MOTA· 2021-07-05
    74.7
    best: 77.7 (PPTracking)
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Object TrackingonMOTS20
    sMOTSA· 2021-07-05
    68.9
    best: 70.4 (ReMOTS)
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Object TrackingonMOT16
    IDF1· 2021-07-05
    71.8
    best: 76.8 (STGT)
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Object TrackingonMOT16
    MOTA· 2021-07-05
    74.7
    best: 77.7 (PPTracking)
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Pose TrackingonPoseTrack2018
    MOTA· 2021-07-05
    63.5
    best: 64.3 (DetTrack)
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Video Object SegmentationonDAVIS 2017
    mIoU· 2021-07-05
    58.4
    best: 59 (VOSwL (Mask+Language))
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156
  • Video Instance SegmentationonYouTube-VIS validation
    mask AP· 2021-07-05
    30.1
    best: 68.9 (CAVIS(ViT-L, Online))
    Do Different Tracking Tasks Require Different Appearance Models?arXiv:2107.02156