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Models/Deep OC-SORT

Deep OC-SORT

Reported on 22 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision22 results

  • Multi-Object TrackingonMOT20
    HOTA· uses extra data· 2023-02-23
    63.9
    best: 66.4 (BoostTrack++)
    SOTA
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonMOT20
    IDF1· uses extra data· 2023-02-23
    79.2
    best: 82 (BoostTrack++)
    SOTA
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonMOT17
    IDF1· uses extra data· 2023-02-23
    80.6
    best: 83.1 (TrackTrack)
    SOTA
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonMOT20
    HOTA· uses extra data· 2023-02-23
    63.9
    best: 66.4 (BoostTrack++)
    SOTA
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonMOT20
    IDF1· uses extra data· 2023-02-23
    79.2
    best: 82 (BoostTrack++)
    SOTA
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonMOT17
    IDF1· uses extra data· 2023-02-23
    80.6
    best: 83.1 (TrackTrack)
    SOTA
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonMOT20
    MOTA· uses extra data· 2023-02-23
    75.6
    best: 78.2 (SMILEtrack)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonMOT17
    HOTA· uses extra data· 2023-02-23
    64.9
    best: 67.1 (TrackTrack)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonMOT17
    MOTA· uses extra data· 2023-02-23
    79.4
    best: 81.8 (TrackTrack)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonDanceTrack
    AssA· 2023-02-23
    45.8
    best: 72.3 (SAM2MOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonDanceTrack
    DetA· 2023-02-23
    82.2
    best: 84.14 (MT_IOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonDanceTrack
    HOTA· 2023-02-23
    61.3
    best: 75.9 (SAM2MOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonDanceTrack
    IDF1· 2023-02-23
    61.5
    best: 84.4 (SAM2MOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Multi-Object TrackingonDanceTrack
    MOTA· 2023-02-23
    92.3
    best: 93.97 (MT_IOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonMOT20
    MOTA· uses extra data· 2023-02-23
    75.6
    best: 78.2 (SMILEtrack)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonMOT17
    HOTA· uses extra data· 2023-02-23
    64.9
    best: 67.1 (TrackTrack)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonMOT17
    MOTA· uses extra data· 2023-02-23
    79.4
    best: 81.8 (TrackTrack)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonDanceTrack
    AssA· 2023-02-23
    45.8
    best: 72.3 (SAM2MOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonDanceTrack
    DetA· 2023-02-23
    82.2
    best: 84.14 (MT_IOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonDanceTrack
    HOTA· 2023-02-23
    61.3
    best: 75.9 (SAM2MOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonDanceTrack
    IDF1· 2023-02-23
    61.5
    best: 84.4 (SAM2MOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813
  • Object TrackingonDanceTrack
    MOTA· 2023-02-23
    92.3
    best: 93.97 (MT_IOT)
    Deep OC-SORT: Multi-Pedestrian Tracking by Adaptive Re-IdentificationarXiv:2302.11813