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Models/OC-SORT

OC-SORT

Reported on 61 benchmarks across 4 tasks · 1 paper · 44 SOTA

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

Computer Vision66 results

  • VideoonCroHD
    HOTA· 2022-03-27
    44.1
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonCroHD
    IDF1· 2022-03-27
    62.9
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonCroHD
    MOTA· 2022-03-27
    67.9
    best: 72.6 (PP-Tracking)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonSportsMOT
    AssA· uses extra data· 2022-03-27
    61.5
    best: 74.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonSportsMOT
    DetA· uses extra data· 2022-03-27
    88.5
    best: 89.4 (AED)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonSportsMOT
    HOTA· uses extra data· 2022-03-27
    73.7
    best: 81 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonSportsMOT
    IDF1· uses extra data· 2022-03-27
    74
    best: 86.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonSportsMOT
    MOTA· uses extra data· 2022-03-27
    96.5
    best: 97.1 (AED)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonKITTI Test (Online Methods)
    HOTA· 2022-03-27
    76.5
    best: 81.8 (RobMOT (Dynamic))
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonKITTI Test (Online Methods)
    IDSW· 2022-03-27
    250
    best: 381 (C-TWiX)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • VideoonKITTI Test (Online Methods)
    MOTA· 2022-03-27
    90.3
    best: 8629 (CasTrack)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonDanceTrack
    HOTA· 2022-03-27
    55.1
    best: 75.9 (SAM2MOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonDanceTrack
    IDF1· 2022-03-27
    54.2
    best: 84.4 (SAM2MOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonDanceTrack
    MOTA· 2022-03-27
    89.4
    best: 93.97 (MT_IOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonSportsMOT
    AssA· uses extra data· 2022-03-27
    61.5
    best: 74.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonSportsMOT
    DetA· uses extra data· 2022-03-27
    88.5
    best: 89.4 (HAT-FastReID-MOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonSportsMOT
    HOTA· uses extra data· 2022-03-27
    73.7
    best: 81 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonSportsMOT
    IDF1· uses extra data· 2022-03-27
    74
    best: 86.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonSportsMOT
    MOTA· uses extra data· 2022-03-27
    96.5
    best: 97.1 (AED)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonDanceTrack
    HOTA· 2022-03-27
    55.1
    best: 75.9 (SAM2MOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonDanceTrack
    IDF1· 2022-03-27
    54.2
    best: 84.4 (SAM2MOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonDanceTrack
    MOTA· 2022-03-27
    89.4
    best: 93.97 (MT_IOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    AssA· uses extra data· 2022-03-27
    61.5
    best: 74.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    DetA· uses extra data· 2022-03-27
    88.5
    best: 89.4 (HAT-FastReID-MOT)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    HOTA· uses extra data· 2022-03-27
    73.7
    best: 81 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    IDF1· uses extra data· 2022-03-27
    74
    best: 86.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    MOTA· uses extra data· 2022-03-27
    96.5
    best: 97.1 (AED)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonCroHD
    HOTA· 2022-03-27
    44.1
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonCroHD
    IDF1· 2022-03-27
    62.9
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonCroHD
    MOTA· 2022-03-27
    67.9
    best: 72.6 (PP-Tracking)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonKITTI Test (Online Methods)
    HOTA· 2022-03-27
    76.5
    best: 81.8 (RobMOT (Dynamic))
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonKITTI Test (Online Methods)
    IDSW· 2022-03-27
    250
    best: 381 (C-TWiX)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonKITTI Test (Online Methods)
    MOTA· 2022-03-27
    90.3
    best: 8629 (CasTrack)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonCroHD
    HOTA· 2022-03-27
    44.1
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonCroHD
    IDF1· 2022-03-27
    62.9
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonCroHD
    MOTA· 2022-03-27
    67.9
    best: 72.6 (PP-Tracking)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonSportsMOT
    AssA· uses extra data· 2022-03-27
    61.5
    best: 74.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonSportsMOT
    DetA· uses extra data· 2022-03-27
    88.5
    best: 89.4 (AED)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonSportsMOT
    HOTA· uses extra data· 2022-03-27
    73.7
    best: 81 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonSportsMOT
    IDF1· uses extra data· 2022-03-27
    74
    best: 86.5 (DeepEIoU + GTA)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonSportsMOT
    MOTA· uses extra data· 2022-03-27
    96.5
    best: 97.1 (AED)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonKITTI Test (Online Methods)
    HOTA· 2022-03-27
    76.5
    best: 81.8 (RobMOT (Dynamic))
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonKITTI Test (Online Methods)
    IDSW· 2022-03-27
    250
    best: 381 (C-TWiX)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multiple Object TrackingonKITTI Test (Online Methods)
    MOTA· 2022-03-27
    90.3
    best: 8629 (CasTrack)
    SOTA
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonMOT20
    HOTA· uses extra data· 2022-03-27
    62.4
    best: 66.4 (BoostTrack++)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonMOT20
    IDF1· uses extra data· 2022-03-27
    76.4
    best: 82 (BoostTrack++)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonMOT20
    MOTA· uses extra data· 2022-03-27
    75.9
    best: 78.2 (SMILEtrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonMOT17
    HOTA· 2022-03-27
    63.2
    best: 67.1 (TrackTrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonMOT17
    IDF1· 2022-03-27
    77.5
    best: 83.1 (TrackTrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonMOT17
    MOTA· 2022-03-27
    78
    best: 81.8 (TrackTrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonDanceTrack
    AssA· 2022-03-27
    38
    best: 72.3 (SAM2MOT)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonQuadTrack
    HOTA· 2022-03-27
    20.83
    best: 23.45 (OmniTrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonMOT20
    HOTA· uses extra data· 2022-03-27
    62.4
    best: 66.4 (BoostTrack++)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonMOT20
    IDF1· uses extra data· 2022-03-27
    76.4
    best: 82 (BoostTrack++)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonMOT20
    MOTA· uses extra data· 2022-03-27
    75.9
    best: 78.2 (SMILEtrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonMOT17
    HOTA· 2022-03-27
    63.2
    best: 67.1 (TrackTrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonMOT17
    IDF1· 2022-03-27
    77.5
    best: 83.1 (TrackTrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonMOT17
    MOTA· 2022-03-27
    78
    best: 81.8 (TrackTrack)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonDanceTrack
    AssA· 2022-03-27
    38
    best: 72.3 (SAM2MOT)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    AssA· uses extra data· 2022-03-27
    61.5
    best: 74.5 (DeepEIoU + GTA)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    DetA· uses extra data· 2022-03-27
    88.5
    best: 89.4 (HAT-FastReID-MOT)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    HOTA· uses extra data· 2022-03-27
    73.7
    best: 81 (DeepEIoU + GTA)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    IDF1· uses extra data· 2022-03-27
    74
    best: 86.5 (DeepEIoU + GTA)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Object TrackingonSportsMOT
    MOTA· uses extra data· 2022-03-27
    96.5
    best: 97.1 (AED)
    Observation-Centric SORT: Rethinking SORT for Robust Multi-Object TrackingarXiv:2203.14360
  • Multi-Object TrackingonJRDB
    HOTA
    25.04
    best: 26.92 (OmniTrack)
  • Object TrackingonJRDB
    HOTA
    25.04
    best: 26.92 (OmniTrack)