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SotA/Methodology/Federated Learning/CIFAR-10

Federated Learning on CIFAR-10

Metric: ACC@1-500Clients (higher is better)

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#Model↕ACC@1-500Clients▼AugmentationsPaperDate↕Code
1SuPerFed-MM90.81NoConnecting Low-Loss Subspace for Personalized Fe...2021-09-16Code
2SuPerFed-LM89.63NoConnecting Low-Loss Subspace for Personalized Fe...2021-09-16Code
3pFedGP87.6NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
4pFedGP-IP-data86.9NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
5pFedGP-IP-compute86.8NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
6pFedHN-PC83.2NoPersonalized Federated Learning using Hypernetwo...2021-03-08Code