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Models/SNR

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Reported on 20 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Methodology10 results

  • Domain AdaptationonCUHK03 to MSMT
    R1· 2020-05-22
    22
    best: 68.7 (CORE-ReID V2)
    SOTA
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonCUHK03 to MSMT
    mAP· 2020-05-22
    7.7
    best: 40.7 (CORE-ReID V2)
    SOTA
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonMarket to CUHK03
    R1· 2020-05-22
    17.1
    best: 66.9 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonMarket to CUHK03
    mAP· 2020-05-22
    17.5
    best: 66.4 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonMarket to Duke
    mAP· 2020-05-22
    58.1
    best: 74.8 (CORE-ReID)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonMarket to Duke
    rank-1· 2020-05-22
    76.3
    best: 85 (CCTSE)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonCUHK03 to Market
    R1· 2020-05-22
    77.8
    best: 93.9 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonCUHK03 to Market
    mAP· 2020-05-22
    52.4
    best: 84.5 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonDuke to Market
    mAP· 2020-05-22
    61.7
    best: 84.4 (CORE-ReID)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Domain AdaptationonDuke to Market
    rank-1· 2020-05-22
    82.8
    best: 93.6 (CORE-ReID)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037

Other10 results

  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    R1· 2020-05-22
    22
    best: 68.7 (CORE-ReID V2)
    SOTA
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    mAP· 2020-05-22
    7.7
    best: 40.7 (CORE-ReID V2)
    SOTA
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonMarket to CUHK03
    R1· 2020-05-22
    17.1
    best: 66.9 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonMarket to CUHK03
    mAP· 2020-05-22
    17.5
    best: 66.4 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonMarket to Duke
    mAP· 2020-05-22
    58.1
    best: 74.8 (CORE-ReID)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonMarket to Duke
    rank-1· 2020-05-22
    76.3
    best: 85 (CCTSE)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonCUHK03 to Market
    R1· 2020-05-22
    77.8
    best: 93.9 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonCUHK03 to Market
    mAP· 2020-05-22
    52.4
    best: 84.5 (CORE-ReID V2)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonDuke to Market
    mAP· 2020-05-22
    61.7
    best: 84.4 (CORE-ReID)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037
  • Unsupervised Domain AdaptationonDuke to Market
    rank-1· 2020-05-22
    82.8
    best: 93.6 (CORE-ReID)
    Style Normalization and Restitution for Generalizable Person Re-identificationarXiv:2005.11037