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Models/Top-DB-Net

Top-DB-Net

Reported on 8 benchmarks across 1 task · 1 paper

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

Computer Vision8 results

  • Person Re-IdentificationonCUHK03 detected
    MAP· 2020-10-12
    74.2
    best: 86.9 (Top-DB-Net + RK)
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435
  • Person Re-IdentificationonCUHK03 detected
    Rank-1· 2020-10-12
    77.3
    best: 85.7 (Top-DB-Net + RK)
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435
  • Person Re-IdentificationonCUHK03 labeled
    MAP· 2020-10-12
    75.4
    best: 89.29 (Weakly Pre-training (ResNet101+RK))
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435
  • Person Re-IdentificationonCUHK03 labeled
    Rank-1· 2020-10-12
    79.4
    best: 87.86 (Weakly Pre-training (ResNet101+RK))
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435
  • Person Re-IdentificationonMarket-1501
    Rank-1· 2020-10-12
    94.9
    best: 98 (st-ReID(RE, RK))
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435
  • Person Re-IdentificationonMarket-1501
    mAP· 2020-10-12
    85.8
    best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435
  • Person Re-IdentificationonDukeMTMC-reID
    Rank-1· 2020-10-12
    87.5
    best: 95.6 (CTL Model (ResNet50, 256x128))
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435
  • Person Re-IdentificationonDukeMTMC-reID
    mAP· 2020-10-12
    73.5
    best: 97.1 (DenseIL)
    Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationarXiv:2010.05435