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Models/CORE-ReID

CORE-ReID

Reported on 72 benchmarks across 3 tasks

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

Methodology28 results

  • Domain AdaptationonDuke to MSMT
    mAP
    45.2
  • Domain AdaptationonDuke to MSMT
    rank-1
    72.2
  • Domain AdaptationonDuke to MSMT
    rank-10
    86.3
  • Domain AdaptationonDuke to MSMT
    rank-5
    82.9
  • Domain AdaptationonMarket to MSMT
    mAP
    41.9
    best: 44.1 (CORE-ReID V2)
  • Domain AdaptationonMarket to MSMT
    rank-1
    69.5
    best: 71.3 (CORE-ReID V2)
  • Domain AdaptationonMarket to MSMT
    rank-10
    84.4
    best: 86 (CORE-ReID V2)
  • Domain AdaptationonMarket to MSMT
    rank-5
    80.3
    best: 82.4 (CORE-ReID V2)
  • Domain AdaptationonMarket to CUHK03
    R1
    61
    best: 66.9 (CORE-ReID V2)
  • Domain AdaptationonMarket to CUHK03
    R10
    87.2
    best: 88.9 (CORE-ReID V2)
  • Domain AdaptationonMarket to CUHK03
    R5
    79.6
    best: 83.4 (CORE-ReID V2)
  • Domain AdaptationonMarket to CUHK03
    mAP
    62.9
    best: 66.4 (CORE-ReID V2)
  • Domain AdaptationonMarket to Duke
    mAP
    74.8
  • Domain AdaptationonMarket to Duke
    rank-1
    84.8
    best: 85 (CCTSE)
  • Domain AdaptationonMarket to Duke
    rank-10
    94.4
  • Domain AdaptationonMarket to Duke
    rank-5
    92.4
  • Domain AdaptationonCUHK03 to MSMT
    R1
    67.3
    best: 68.7 (CORE-ReID V2)
  • Domain AdaptationonCUHK03 to MSMT
    R10
    83.1
    best: 83.4 (CORE-ReID V2)
  • Domain AdaptationonCUHK03 to MSMT
    R5
    79
    best: 79.7 (CORE-ReID V2)
  • Domain AdaptationonCUHK03 to MSMT
    mAP
    40.4
    best: 40.7 (CORE-ReID V2)
  • Domain AdaptationonCUHK03 to Market
    R1
    93.6
    best: 93.9 (CORE-ReID V2)
  • Domain AdaptationonCUHK03 to Market
    R10
    98.7
  • Domain AdaptationonCUHK03 to Market
    R5
    97.3
    best: 97.6 (CORE-ReID V2)
  • Domain AdaptationonCUHK03 to Market
    mAP
    83.6
    best: 84.5 (CORE-ReID V2)
  • Domain AdaptationonDuke to Market
    mAP
    84.4
  • Domain AdaptationonDuke to Market
    rank-1
    93.6
  • Domain AdaptationonDuke to Market
    rank-10
    98.7
  • Domain AdaptationonDuke to Market
    rank-5
    97.7

Other28 results

  • Unsupervised Domain AdaptationonDuke to MSMT
    mAP
    45.2
  • Unsupervised Domain AdaptationonDuke to MSMT
    rank-1
    72.2
  • Unsupervised Domain AdaptationonDuke to MSMT
    rank-10
    86.3
  • Unsupervised Domain AdaptationonDuke to MSMT
    rank-5
    82.9
  • Unsupervised Domain AdaptationonMarket to MSMT
    mAP
    41.9
    best: 44.1 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to MSMT
    rank-1
    69.5
    best: 71.3 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to MSMT
    rank-10
    84.4
    best: 86 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to MSMT
    rank-5
    80.3
    best: 82.4 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to CUHK03
    R1
    61
    best: 66.9 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to CUHK03
    R10
    87.2
    best: 88.9 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to CUHK03
    R5
    79.6
    best: 83.4 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to CUHK03
    mAP
    62.9
    best: 66.4 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonMarket to Duke
    mAP
    74.8
  • Unsupervised Domain AdaptationonMarket to Duke
    rank-1
    84.8
    best: 85 (CCTSE)
  • Unsupervised Domain AdaptationonMarket to Duke
    rank-10
    94.4
  • Unsupervised Domain AdaptationonMarket to Duke
    rank-5
    92.4
  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    R1
    67.3
    best: 68.7 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    R10
    83.1
    best: 83.4 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    R5
    79
    best: 79.7 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonCUHK03 to MSMT
    mAP
    40.4
    best: 40.7 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonCUHK03 to Market
    R1
    93.6
    best: 93.9 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonCUHK03 to Market
    R10
    98.7
  • Unsupervised Domain AdaptationonCUHK03 to Market
    R5
    97.3
    best: 97.6 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonCUHK03 to Market
    mAP
    83.6
    best: 84.5 (CORE-ReID V2)
  • Unsupervised Domain AdaptationonDuke to Market
    mAP
    84.4
  • Unsupervised Domain AdaptationonDuke to Market
    rank-1
    93.6
  • Unsupervised Domain AdaptationonDuke to Market
    rank-10
    98.7
  • Unsupervised Domain AdaptationonDuke to Market
    rank-5
    97.7

Computer Vision16 results

  • Person Re-IdentificationonMarket-1501->DukeMTMC-reID
    Rank-1
    84.8
  • Person Re-IdentificationonMarket-1501->DukeMTMC-reID
    Rank-10
    94.4
  • Person Re-IdentificationonMarket-1501->DukeMTMC-reID
    Rank-5
    92.4
    best: 92.5 (MMT-ResNet50)
  • Person Re-IdentificationonMarket-1501->DukeMTMC-reID
    mAP
    74.8
  • Person Re-IdentificationonDukeMTMC-reID->MSMT17
    Rank-1
    72.2
  • Person Re-IdentificationonDukeMTMC-reID->MSMT17
    Rank-10
    86.3
  • Person Re-IdentificationonDukeMTMC-reID->MSMT17
    Rank-5
    82.9
  • Person Re-IdentificationonDukeMTMC-reID->MSMT17
    mAP
    45.2
  • Person Re-IdentificationonDukeMTMC-reID->Market-1501
    Rank-1
    93.6
  • Person Re-IdentificationonDukeMTMC-reID->Market-1501
    Rank-10
    98.7
  • Person Re-IdentificationonDukeMTMC-reID->Market-1501
    Rank-5
    97.7
  • Person Re-IdentificationonDukeMTMC-reID->Market-1501
    mAP
    84.4
  • Person Re-IdentificationonMarket-1501->MSMT17
    Rank-1
    69.5
  • Person Re-IdentificationonMarket-1501->MSMT17
    Rank-10
    84.4
  • Person Re-IdentificationonMarket-1501->MSMT17
    Rank-5
    80.3
  • Person Re-IdentificationonMarket-1501->MSMT17
    mAP
    41.9