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Models/ByteTrack

ByteTrack

Reported on 67 benchmarks across 4 tasks · 2 papers · 46 SOTA

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

Computer Vision72 results

  • Multi-Object TrackingonPersonPath22
    IDF1· 2022-11-03
    66.8
    SOTA
    Large Scale Real-World Multi-Person TrackingarXiv:2211.02175
  • Multi-Object TrackingonPersonPath22
    MOTA· 2022-11-03
    75.4
    SOTA
    Large Scale Real-World Multi-Person TrackingarXiv:2211.02175
  • Object TrackingonPersonPath22
    IDF1· 2022-11-03
    66.8
    SOTA
    Large Scale Real-World Multi-Person TrackingarXiv:2211.02175
  • Object TrackingonPersonPath22
    MOTA· 2022-11-03
    75.4
    SOTA
    Large Scale Real-World Multi-Person TrackingarXiv:2211.02175
  • VideoonBDD100K test
    mIDF1· 2021-10-13
    55.8
    best: 60 (SUSHI)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonBDD100K test
    mMOTA· 2021-10-13
    40.1
    best: 42.8 (ContrasTR)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonBDD100K val
    AssocA· 2021-10-13
    51.5
    best: 52.9 (TETer)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonBDD100K val
    TETA· 2021-10-13
    55.7
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonBDD100K val
    mIDF1· 2021-10-13
    54.8
    best: 56.7 (UNINEXT-H)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonBDD100K val
    mMOTA· 2021-10-13
    45.5
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonSportsMOT
    AssA· uses extra data· 2021-10-13
    52.3
    best: 74.5 (DeepEIoU + GTA)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonSportsMOT
    HOTA· uses extra data· 2021-10-13
    64.1
    best: 81 (DeepEIoU + GTA)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonSportsMOT
    IDF1· uses extra data· 2021-10-13
    71.4
    best: 86.5 (DeepEIoU + GTA)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonSportsMOT
    MOTA· uses extra data· 2021-10-13
    95.9
    best: 97.1 (AED)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonMOT20
    HOTA· uses extra data· 2021-10-13
    61.3
    best: 66.4 (BoostTrack++)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonMOT20
    MOTA· uses extra data· 2021-10-13
    77.8
    best: 78.2 (SMILEtrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonMOT17
    HOTA· uses extra data· 2021-10-13
    63.1
    best: 67.1 (TrackTrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonMOT17
    IDF1· uses extra data· 2021-10-13
    77.3
    best: 83.1 (TrackTrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonMOT17
    MOTA· uses extra data· 2021-10-13
    80.3
    best: 81.8 (TrackTrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonDanceTrack
    IDF1· 2021-10-13
    51.9
    best: 84.4 (SAM2MOT)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonDanceTrack
    MOTA· 2021-10-13
    88.2
    best: 93.97 (MT_IOT)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonSportsMOT
    MOTA· uses extra data· 2021-10-13
    95.9
    best: 97.1 (AED)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonMOT20
    HOTA· uses extra data· 2021-10-13
    61.3
    best: 66.4 (BoostTrack++)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonMOT20
    MOTA· uses extra data· 2021-10-13
    77.8
    best: 78.2 (SMILEtrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonMOT17
    HOTA· uses extra data· 2021-10-13
    63.1
    best: 67.1 (TrackTrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonMOT17
    IDF1· uses extra data· 2021-10-13
    77.3
    best: 83.1 (TrackTrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonMOT17
    MOTA· uses extra data· 2021-10-13
    80.3
    best: 81.8 (TrackTrack)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonDanceTrack
    IDF1· 2021-10-13
    51.9
    best: 84.4 (SAM2MOT)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonDanceTrack
    MOTA· 2021-10-13
    88.2
    best: 93.97 (MT_IOT)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    MOTA· uses extra data· 2021-10-13
    95.9
    best: 97.1 (AED)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonBDD100K test
    mIDF1· 2021-10-13
    55.8
    best: 60 (SUSHI)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonBDD100K test
    mMOTA· 2021-10-13
    40.1
    best: 42.8 (ContrasTR)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonBDD100K val
    AssocA· 2021-10-13
    51.5
    best: 52.9 (TETer)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonBDD100K val
    TETA· 2021-10-13
    55.7
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonBDD100K val
    mIDF1· 2021-10-13
    54.8
    best: 56.7 (UNINEXT-H)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonBDD100K val
    mMOTA· 2021-10-13
    45.5
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonBDD100K test
    mIDF1· 2021-10-13
    55.8
    best: 60 (SUSHI)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonBDD100K test
    mMOTA· 2021-10-13
    40.1
    best: 42.8 (ContrasTR)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonBDD100K val
    AssocA· 2021-10-13
    51.5
    best: 52.9 (TETer)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonBDD100K val
    TETA· 2021-10-13
    55.7
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonBDD100K val
    mIDF1· 2021-10-13
    54.8
    best: 56.7 (UNINEXT-H)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonBDD100K val
    mMOTA· 2021-10-13
    45.5
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonSportsMOT
    AssA· uses extra data· 2021-10-13
    52.3
    best: 74.5 (DeepEIoU + GTA)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonSportsMOT
    HOTA· uses extra data· 2021-10-13
    64.1
    best: 81 (DeepEIoU + GTA)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonSportsMOT
    IDF1· uses extra data· 2021-10-13
    71.4
    best: 86.5 (DeepEIoU + GTA)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonSportsMOT
    MOTA· uses extra data· 2021-10-13
    95.9
    best: 97.1 (AED)
    SOTA
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • VideoonSportsMOT
    DetA· uses extra data· 2021-10-13
    78.5
    best: 89.4 (AED)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonMOT20
    IDF1· uses extra data· 2021-10-13
    75.2
    best: 82 (BoostTrack++)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonDanceTrack
    AssA· 2021-10-13
    31.5
    best: 72.3 (SAM2MOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonDanceTrack
    DetA· 2021-10-13
    70.5
    best: 84.14 (MT_IOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonDanceTrack
    HOTA· 2021-10-13
    47.1
    best: 75.9 (SAM2MOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonSportsMOT
    AssA· uses extra data· 2021-10-13
    52.3
    best: 74.5 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonSportsMOT
    DetA· uses extra data· 2021-10-13
    78.5
    best: 89.4 (HAT-FastReID-MOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonSportsMOT
    HOTA· uses extra data· 2021-10-13
    64.1
    best: 81 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonSportsMOT
    IDF1· uses extra data· 2021-10-13
    71.4
    best: 86.5 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonQuadTrack
    HOTA· 2021-10-13
    20.66
    best: 23.45 (OmniTrack)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonMOT20
    IDF1· uses extra data· 2021-10-13
    75.2
    best: 82 (BoostTrack++)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonDanceTrack
    AssA· 2021-10-13
    31.5
    best: 72.3 (SAM2MOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonDanceTrack
    DetA· 2021-10-13
    70.5
    best: 84.14 (MT_IOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonDanceTrack
    HOTA· 2021-10-13
    47.1
    best: 75.9 (SAM2MOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    AssA· uses extra data· 2021-10-13
    52.3
    best: 74.5 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    DetA· uses extra data· 2021-10-13
    78.5
    best: 89.4 (HAT-FastReID-MOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    HOTA· uses extra data· 2021-10-13
    64.1
    best: 81 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    IDF1· uses extra data· 2021-10-13
    71.4
    best: 86.5 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    AssA· uses extra data· 2021-10-13
    52.3
    best: 74.5 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    DetA· uses extra data· 2021-10-13
    78.5
    best: 89.4 (HAT-FastReID-MOT)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    HOTA· uses extra data· 2021-10-13
    64.1
    best: 81 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    IDF1· uses extra data· 2021-10-13
    71.4
    best: 86.5 (DeepEIoU + GTA)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Object TrackingonSportsMOT
    MOTA· uses extra data· 2021-10-13
    95.9
    best: 97.1 (AED)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multiple Object TrackingonSportsMOT
    DetA· uses extra data· 2021-10-13
    78.5
    best: 89.4 (AED)
    ByteTrack: Multi-Object Tracking by Associating Every Detection BoxarXiv:2110.06864
  • Multi-Object TrackingonJRDB
    HOTA
    25
    best: 26.92 (OmniTrack)
  • Object TrackingonJRDB
    HOTA
    25
    best: 26.92 (OmniTrack)