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Models/PMTrans

PMTrans

Reported on 9 benchmarks across 2 tasks · 1 paper · 7 SOTA

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

Methodology7 results

  • Domain AdaptationonOffice-31
    Average Accuracy· 2023-03-23
    95.3
    best: 96 (FFTAT)
    SOTA
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Domain AdaptationonDomainNet
    Accuracy· 2023-03-23
    52.4
    best: 71.1 (SPM)
    SOTA
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Domain AdaptationonOffice-Home
    Accuracy· 2023-03-23
    89
    best: 92.3 (SWG)
    SOTA
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Domain AdaptationonOffice-31
    Accuracy· 2023-03-23
    95.3
    SOTA
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Domain AdaptationonDomainNet
    Accuracy· 2023-03-23
    52.4
    best: 71.1 (SPM)
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Domain AdaptationonVisDA2017
    Accuracy· 2023-03-23
    88.8
    best: 93.8 (FFTAT)
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Domain AdaptationonOffice-Home
    Accuracy· 2023-03-23
    89
    best: 92.3 (SWG)
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434

Other4 results

  • Unsupervised Domain AdaptationonDomainNet
    Accuracy· 2023-03-23
    52.4
    best: 63.7 (PADCLIP)
    SOTA
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Unsupervised Domain AdaptationonOffice-Home
    Accuracy· 2023-03-23
    89
    best: 91.4 (FFTAT)
    SOTA
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Unsupervised Domain AdaptationonOffice-31
    Accuracy· 2023-03-23
    95.3
    SOTA
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434
  • Unsupervised Domain AdaptationonVisDA2017
    Accuracy· 2023-03-23
    88.8
    best: 93.8 (FFTAT)
    Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game PerspectivearXiv:2303.13434