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Models/ATOM

ATOM

Reported on 18 benchmarks across 2 tasks · 1 paper · 18 SOTA

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

Computer Vision18 results

  • Object TrackingonFE108
    Averaged Precision· 2018-11-19
    71.3
    best: 96.2 (HR-MonTrack-Base)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonFE108
    Success Rate· 2018-11-19
    46.5
    best: 68.5 (HR-MonTrack-Base)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonLaSOT
    AUC· 2018-11-19
    51.4
    best: 77.4 (SPMTrack-G)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonLaSOT
    Normalized Precision· 2018-11-19
    57.6
    best: 86.6 (SPMTrack-G)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonLaSOT
    Precision· 2018-11-19
    50.5
    best: 85 (SPMTrack-G)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonGOT-10k
    Average Overlap· 2018-11-19
    61
    best: 81.7 (SAMURAI-L)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonGOT-10k
    Success Rate 0.5· 2018-11-19
    74.2
    best: 92.2 (SAMURAI-L)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonTrackingNet
    Accuracy· 2018-11-19
    70.34
    best: 87.9 (MCITrack-L384)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonTrackingNet
    Normalized Precision· 2018-11-19
    77.11
    best: 92.1 (MCITrack-L384)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Object TrackingonTrackingNet
    Precision· 2018-11-19
    64.84
    best: 89.2 (MCITrack-L384)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonLaSOT
    AUC· 2018-11-19
    51.4
    best: 77.4 (SPMTrack-G)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonLaSOT
    Normalized Precision· 2018-11-19
    57.6
    best: 86.6 (SPMTrack-G)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonLaSOT
    Precision· 2018-11-19
    50.5
    best: 85 (SPMTrack-G)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonGOT-10k
    Average Overlap· 2018-11-19
    61
    best: 81.7 (SAMURAI-L)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonGOT-10k
    Success Rate 0.5· 2018-11-19
    74.2
    best: 92.2 (SAMURAI-L)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonTrackingNet
    Accuracy· 2018-11-19
    70.34
    best: 87.9 (MCITrack-L384)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonTrackingNet
    Normalized Precision· 2018-11-19
    77.11
    best: 92.1 (MCITrack-L384)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628
  • Visual Object TrackingonTrackingNet
    Precision· 2018-11-19
    64.84
    best: 89.2 (MCITrack-L384)
    SOTA
    ATOM: Accurate Tracking by Overlap MaximizationarXiv:1811.07628