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Models/ICE

ICE

Reported on 8 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision8 results

  • Person Re-IdentificationonDukeMTMC-reID
    MAP· 2021-03-30
    69.9
    best: 76.8 (TMGF)
    SOTA
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364
  • Person Re-IdentificationonMarket-1501
    Rank-10· 2021-03-30
    98.4
    best: 98.7 (TMGF)
    SOTA
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364
  • Person Re-IdentificationonDukeMTMC-reID
    Rank-1· 2021-03-30
    83.3
    best: 95.6 (CTL Model (ResNet50, 256x128))
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364
  • Person Re-IdentificationonDukeMTMC-reID
    Rank-10· 2021-03-30
    94.1
    best: 97.9 (CTL Model (ResNet50, 256x128))
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364
  • Person Re-IdentificationonDukeMTMC-reID
    Rank-5· 2021-03-30
    91.5
    best: 96.5 (Viewpoint-Aware Loss(RK))
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364
  • Person Re-IdentificationonMarket-1501
    MAP· 2021-03-30
    82.3
    best: 89.6 (TransReID-SSL (ViTi-S))
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364
  • Person Re-IdentificationonMarket-1501
    Rank-1· 2021-03-30
    93.8
    best: 98 (st-ReID(RE, RK))
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364
  • Person Re-IdentificationonMarket-1501
    Rank-5· 2021-03-30
    97.6
    best: 98.9 (st-ReID(RE, RK))
    ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationarXiv:2103.16364