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Models/Dispersion based Clustering

Dispersion based Clustering

Reported on 9 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 Vision10 results

  • Person Re-IdentificationonMarket-1501
    Rank-5· 2019-06-04
    83
    best: 98.9 (st-ReID(RE, RK))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonMarket-1501
    mAP· 2019-06-04
    41.3
    best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonDukeMTMC-reID
    Rank-1· 2019-06-04
    51.5
    best: 95.6 (CTL Model (ResNet50, 256x128))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonDukeMTMC-reID
    Rank-10· 2019-06-04
    70.1
    best: 97.9 (CTL Model (ResNet50, 256x128))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonDukeMTMC-reID
    Rank-5· 2019-06-04
    64.6
    best: 96.5 (Viewpoint-Aware Loss(RK))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonDukeMTMC-reID
    mAP· 2019-06-04
    30
    best: 97.1 (DenseIL)
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonMarket-1501
    MAP· 2019-06-04
    41.3
    best: 89.6 (TransReID-SSL (ViTi-S))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonMarket-1501
    Rank-1· 2019-06-04
    69.2
    best: 98 (st-ReID(RE, RK))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonMarket-1501
    Rank-10· 2019-06-04
    87.8
    best: 98.7 (TMGF)
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308
  • Person Re-IdentificationonMarket-1501
    Rank-5· 2019-06-04
    83
    best: 98.9 (st-ReID(RE, RK))
    Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identificationarXiv:1906.01308