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Models/LEGO

LEGO

Reported on 12 benchmarks across 4 tasks · 2 papers · 7 SOTA

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

Computer Vision9 results

  • VideoonKITTI Test (Online Methods)
    HOTA· 2023-08-19
    80.75
    best: 81.8 (RobMOT (Dynamic))
    SOTA
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • VideoonKITTI Test (Online Methods)
    MOTA· 2023-08-19
    90.61
    best: 8629 (CasTrack)
    SOTA
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • Object TrackingonKITTI Test (Online Methods)
    HOTA· 2023-08-19
    80.75
    best: 81.8 (RobMOT (Dynamic))
    SOTA
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • Object TrackingonKITTI Test (Online Methods)
    MOTA· 2023-08-19
    90.61
    best: 8629 (CasTrack)
    SOTA
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • Multiple Object TrackingonKITTI Test (Online Methods)
    HOTA· 2023-08-19
    80.75
    best: 81.8 (RobMOT (Dynamic))
    SOTA
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • Multiple Object TrackingonKITTI Test (Online Methods)
    MOTA· 2023-08-19
    90.61
    best: 8629 (CasTrack)
    SOTA
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • VideoonKITTI Test (Online Methods)
    IDSW· 2023-08-19
    214
    best: 381 (C-TWiX)
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • Object TrackingonKITTI Test (Online Methods)
    IDSW· 2023-08-19
    214
    best: 381 (C-TWiX)
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908
  • Multiple Object TrackingonKITTI Test (Online Methods)
    IDSW· 2023-08-19
    214
    best: 381 (C-TWiX)
    LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point CloudsarXiv:2308.09908

Medical3 results

  • Image GenerationonImageNet 64x64
    Inception Score· 2023-10-10
    78.7
    SOTA
    Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion ModelingarXiv:2310.06389
  • Image GenerationonImageNet 64x64
    FID· 2023-10-10
    2.16
    best: 0.92 (SIMS)
    Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion ModelingarXiv:2310.06389
  • Image GenerationonCelebA 64x64
    FID· 2023-10-10
    2.09
    best: 1.27 (DDPM-IP)
    Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion ModelingarXiv:2310.06389