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Models/PAOA+

PAOA+

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Methodology6 results

  • Domain AdaptationonMarket to CUHK03
    R1· 2023-10-24
    50.9
    best: 66.9 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Domain AdaptationonMarket to CUHK03
    mAP· 2023-10-24
    50.3
    best: 66.4 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Domain AdaptationonCUHK03 to MSMT
    R1· 2023-10-24
    52.8
    best: 68.7 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Domain AdaptationonCUHK03 to MSMT
    mAP· 2023-10-24
    26
    best: 40.7 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Domain AdaptationonCUHK03 to Market
    R1· 2023-10-24
    91.4
    best: 93.9 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Domain AdaptationonCUHK03 to Market
    mAP· 2023-10-24
    77.9
    best: 84.5 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913

Other6 results

  • Unsupervised Domain AdaptationonMarket to CUHK03
    R1· 2023-10-24
    50.9
    best: 66.9 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Unsupervised Domain AdaptationonMarket to CUHK03
    mAP· 2023-10-24
    50.3
    best: 66.4 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    R1· 2023-10-24
    52.8
    best: 68.7 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    mAP· 2023-10-24
    26
    best: 40.7 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Unsupervised Domain AdaptationonCUHK03 to Market
    R1· 2023-10-24
    91.4
    best: 93.9 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913
  • Unsupervised Domain AdaptationonCUHK03 to Market
    mAP· 2023-10-24
    77.9
    best: 84.5 (CORE-ReID V2)
    SOTA
    Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReIDarXiv:2310.15913