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Models/Unicorn

Unicorn

Reported on 33 benchmarks across 6 tasks · 1 paper · 1 SOTA

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

Computer Vision33 results

  • Multi-Object Tracking and SegmentationonBDD100K val
    mMOTSA· 2022-07-14
    29.6
    best: 35.7 (UNINEXT-H)
    SOTA
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • VideoonBDD100K val
    mIDF1· 2022-07-14
    54
    best: 56.7 (UNINEXT-H)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • VideoonBDD100K val
    mMOTA· 2022-07-14
    41.2
    best: 45.5 (ByteTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • VideoonNT-VOT211
    AUC· 2022-07-14
    34.52
    best: 40.1 (ProContEXT)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • VideoonNT-VOT211
    Precision· 2022-07-14
    47.77
    best: 55.8 (ODTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Multi-Object TrackingonMOTS20
    IDF1· 2022-07-14
    65.9
    best: 67.2 (UniTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Multi-Object TrackingonMOTS20
    sMOTSA· 2022-07-14
    65.3
    best: 70.4 (ReMOTS)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Multi-Object TrackingonMOT17
    HOTA· 2022-07-14
    61.7
    best: 67.1 (TrackTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Multi-Object TrackingonMOT17
    IDF1· 2022-07-14
    75.5
    best: 83.1 (TrackTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Multi-Object TrackingonMOT17
    MOTA· 2022-07-14
    77.2
    best: 81.8 (TrackTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonMOTS20
    IDF1· 2022-07-14
    65.9
    best: 67.2 (UniTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonMOTS20
    sMOTSA· 2022-07-14
    65.3
    best: 70.4 (ReMOTS)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonMOT17
    HOTA· 2022-07-14
    61.7
    best: 67.1 (TrackTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonMOT17
    IDF1· 2022-07-14
    75.5
    best: 83.1 (TrackTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonMOT17
    MOTA· 2022-07-14
    77.2
    best: 81.8 (TrackTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonLaSOT
    AUC· 2022-07-14
    68.5
    best: 77.4 (SPMTrack-G)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonLaSOT
    Normalized Precision· 2022-07-14
    76.6
    best: 86.6 (SPMTrack-G)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonLaSOT
    Precision· 2022-07-14
    74.1
    best: 85 (SPMTrack-G)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonTrackingNet
    Accuracy· 2022-07-14
    83
    best: 87.9 (MCITrack-L384)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonTrackingNet
    Normalized Precision· 2022-07-14
    86.4
    best: 92.1 (MCITrack-L384)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonTrackingNet
    Precision· 2022-07-14
    82.2
    best: 89.2 (MCITrack-L384)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonBDD100K val
    mIDF1· 2022-07-14
    54
    best: 56.7 (UNINEXT-H)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonBDD100K val
    mMOTA· 2022-07-14
    41.2
    best: 45.5 (ByteTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonNT-VOT211
    AUC· 2022-07-14
    34.52
    best: 40.1 (ProContEXT)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Object TrackingonNT-VOT211
    Precision· 2022-07-14
    47.77
    best: 55.8 (ODTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Multiple Object TrackingonBDD100K val
    mIDF1· 2022-07-14
    54
    best: 56.7 (UNINEXT-H)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Multiple Object TrackingonBDD100K val
    mMOTA· 2022-07-14
    41.2
    best: 45.5 (ByteTrack)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Visual Object TrackingonLaSOT
    AUC· 2022-07-14
    68.5
    best: 77.4 (SPMTrack-G)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Visual Object TrackingonLaSOT
    Normalized Precision· 2022-07-14
    76.6
    best: 86.6 (SPMTrack-G)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Visual Object TrackingonLaSOT
    Precision· 2022-07-14
    74.1
    best: 85 (SPMTrack-G)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Visual Object TrackingonTrackingNet
    Accuracy· 2022-07-14
    83
    best: 87.9 (MCITrack-L384)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Visual Object TrackingonTrackingNet
    Normalized Precision· 2022-07-14
    86.4
    best: 92.1 (MCITrack-L384)
    Towards Grand Unification of Object TrackingarXiv:2207.07078
  • Visual Object TrackingonTrackingNet
    Precision· 2022-07-14
    82.2
    best: 89.2 (MCITrack-L384)
    Towards Grand Unification of Object TrackingarXiv:2207.07078