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Models/DAM4SAM

DAM4SAM

Reported on 13 benchmarks across 5 tasks · 1 paper · 7 SOTA

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

Computer Vision13 results

  • VideoonVOT2020
    EAO· 2024-11-26
    0.729
    SOTA
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Object TrackingonDiDi
    Tracking quality· 2024-11-26
    0.694
    SOTA
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Object TrackingonVOT2022
    EAO· 2024-11-26
    0.753
    SOTA
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Video Object SegmentationonVOT2020
    EAO· 2024-11-26
    0.729
    SOTA
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Semi-Supervised Video Object SegmentationonVOT2020
    EAO· 2024-11-26
    0.729
    SOTA
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Visual Object TrackingonDiDi
    Tracking quality· 2024-11-26
    0.694
    SOTA
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Visual Object TrackingonVOT2022
    EAO· 2024-11-26
    0.753
    SOTA
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Object TrackingonLaSOT
    AUC· 2024-11-26
    75.1
    best: 77.4 (SPMTrack-G)
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Object TrackingonGOT-10k
    Average Overlap· 2024-11-26
    81.1
    best: 81.7 (SAMURAI-L)
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Object TrackingonLaSOT-ext
    AUC· 2024-11-26
    60.9
    best: 61 (SAMURAI-L)
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Visual Object TrackingonLaSOT
    AUC· 2024-11-26
    75.1
    best: 77.4 (SPMTrack-G)
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Visual Object TrackingonGOT-10k
    Average Overlap· 2024-11-26
    81.1
    best: 81.7 (SAMURAI-L)
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576
  • Visual Object TrackingonLaSOT-ext
    AUC· 2024-11-26
    60.9
    best: 61 (SAMURAI-L)
    A Distractor-Aware Memory for Visual Object Tracking with SAM2arXiv:2411.17576