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SotA/Methodology/Federated Learning/CIFAR-10

Federated Learning on CIFAR-10

Metric: ACC@1-50Clients (higher is better)

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#Model↕ACC@1-50Clients▼AugmentationsPaperDate↕Code
1SuPerFed-MM94.05NoConnecting Low-Loss Subspace for Personalized Fe...2021-09-16Code
2SuPerFed-LM93.88NoConnecting Low-Loss Subspace for Personalized Fe...2021-09-16Code
3pFedHN-PC90.08NoPersonalized Federated Learning using Hypernetwo...2021-03-08Code
4pFedGP-IP-compute89.9NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
5pFedGP89.2NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
6pFedGP-IP-data88.6NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
7pFedHN88.38NoPersonalized Federated Learning using Hypernetwo...2021-03-08Code