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Models/MOTRv2

MOTRv2

Reported on 18 benchmarks across 4 tasks · 1 paper · 13 SOTA

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

Computer Vision18 results

  • VideoonBDD100K val
    mIDF1· 2022-11-17
    56.5
    best: 56.7 (UNINEXT-H)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multi-Object TrackingonDanceTrack
    AssA· uses extra data· 2022-11-17
    64.4
    best: 72.3 (SAM2MOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multi-Object TrackingonDanceTrack
    DetA· uses extra data· 2022-11-17
    83.7
    best: 84.14 (MT_IOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multi-Object TrackingonDanceTrack
    HOTA· uses extra data· 2022-11-17
    73.4
    best: 75.9 (SAM2MOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multi-Object TrackingonDanceTrack
    IDF1· uses extra data· 2022-11-17
    76
    best: 84.4 (SAM2MOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multi-Object TrackingonDanceTrack
    MOTA· uses extra data· 2022-11-17
    92.1
    best: 93.97 (MT_IOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Object TrackingonDanceTrack
    AssA· uses extra data· 2022-11-17
    64.4
    best: 72.3 (SAM2MOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Object TrackingonDanceTrack
    DetA· uses extra data· 2022-11-17
    83.7
    best: 84.14 (MT_IOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Object TrackingonDanceTrack
    HOTA· uses extra data· 2022-11-17
    73.4
    best: 75.9 (SAM2MOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Object TrackingonDanceTrack
    IDF1· uses extra data· 2022-11-17
    76
    best: 84.4 (SAM2MOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Object TrackingonDanceTrack
    MOTA· uses extra data· 2022-11-17
    92.1
    best: 93.97 (MT_IOT)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Object TrackingonBDD100K val
    mIDF1· 2022-11-17
    56.5
    best: 56.7 (UNINEXT-H)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multiple Object TrackingonBDD100K val
    mIDF1· 2022-11-17
    56.5
    best: 56.7 (UNINEXT-H)
    SOTA
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • VideoonBDD100K val
    mMOTA· 2022-11-17
    43.6
    best: 45.5 (ByteTrack)
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Object TrackingonBDD100K val
    mMOTA· 2022-11-17
    43.6
    best: 45.5 (ByteTrack)
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multiple Object TrackingonBDD100K val
    mMOTA· 2022-11-17
    43.6
    best: 45.5 (ByteTrack)
    MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object DetectorsarXiv:2211.09791
  • Multi-Object TrackingonJRDB
    HOTA
    18.22
    best: 26.92 (OmniTrack)
  • Object TrackingonJRDB
    HOTA
    18.22
    best: 26.92 (OmniTrack)