TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/SparseTrack

SparseTrack

Reported on 22 benchmarks across 2 tasks · 1 paper

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· 2023-06-08
    63.4
    best: 66.4 (BoostTrack++)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonMOT20
    IDF1· uses extra data· 2023-06-08
    77.3
    best: 82 (BoostTrack++)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonMOT20
    MOTA· uses extra data· 2023-06-08
    78.2
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonMOT17
    HOTA· 2023-06-08
    65.1
    best: 67.1 (TrackTrack)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonMOT17
    IDF1· 2023-06-08
    80.1
    best: 83.1 (TrackTrack)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonMOT17
    MOTA· 2023-06-08
    81
    best: 81.8 (TrackTrack)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonDanceTrack
    AssA· 2023-06-08
    39.3
    best: 72.3 (SAM2MOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonDanceTrack
    DetA· 2023-06-08
    79.2
    best: 84.14 (MT_IOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonDanceTrack
    HOTA· 2023-06-08
    55.7
    best: 75.9 (SAM2MOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonDanceTrack
    IDF1· 2023-06-08
    58.1
    best: 84.4 (SAM2MOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Multi-Object TrackingonDanceTrack
    MOTA· 2023-06-08
    91.3
    best: 93.97 (MT_IOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonMOT20
    HOTA· uses extra data· 2023-06-08
    63.4
    best: 66.4 (BoostTrack++)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonMOT20
    IDF1· uses extra data· 2023-06-08
    77.3
    best: 82 (BoostTrack++)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonMOT20
    MOTA· uses extra data· 2023-06-08
    78.2
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonMOT17
    HOTA· 2023-06-08
    65.1
    best: 67.1 (TrackTrack)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonMOT17
    IDF1· 2023-06-08
    80.1
    best: 83.1 (TrackTrack)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonMOT17
    MOTA· 2023-06-08
    81
    best: 81.8 (TrackTrack)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonDanceTrack
    AssA· 2023-06-08
    39.3
    best: 72.3 (SAM2MOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonDanceTrack
    DetA· 2023-06-08
    79.2
    best: 84.14 (MT_IOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonDanceTrack
    HOTA· 2023-06-08
    55.7
    best: 75.9 (SAM2MOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonDanceTrack
    IDF1· 2023-06-08
    58.1
    best: 84.4 (SAM2MOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238
  • Object TrackingonDanceTrack
    MOTA· 2023-06-08
    91.3
    best: 93.97 (MT_IOT)
    SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-DeptharXiv:2306.05238