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Models/pFedHN

pFedHN

Reported on 7 benchmarks across 1 task · 1 paper · 1 SOTA

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

Methodology7 results

  • Federated LearningonCIFAR-100
    ACC@1-100Clients· 2021-03-08
    53.24
    best: 61.3 (pFedGP)
    SOTA
    Personalized Federated Learning using HypernetworksarXiv:2103.04628
  • Federated LearningonCIFAR-10
    ACC@1-100Clients· 2021-03-08
    87.97
    best: 93.25 (SuPerFed-MM)
    Personalized Federated Learning using HypernetworksarXiv:2103.04628
  • Federated LearningonCIFAR-10
    ACC@1-10Clients· 2021-03-08
    90.83
    best: 92.47 (pFedHN-PC)
    Personalized Federated Learning using HypernetworksarXiv:2103.04628
  • Federated LearningonCIFAR-10
    ACC@1-50Clients· 2021-03-08
    88.38
    best: 94.05 (SuPerFed-MM)
    Personalized Federated Learning using HypernetworksarXiv:2103.04628
  • Federated LearningonOmniglot
    ACC@1-50Clients· 2021-03-08
    72.03
    best: 81.89 (pFedHN-PC)
    Personalized Federated Learning using HypernetworksarXiv:2103.04628
  • Federated LearningonCIFAR-100
    ACC@1-10Clients· 2021-03-08
    65.74
    best: 68.15 (pFedHN-PC)
    Personalized Federated Learning using HypernetworksarXiv:2103.04628
  • Federated LearningonCIFAR-100
    ACC@1-50Clients· 2021-03-08
    59.46
    best: 63.3 (pFedGP)
    Personalized Federated Learning using HypernetworksarXiv:2103.04628