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SotA/Methodology/Federated Learning/CIFAR-10

Federated Learning on CIFAR-10

Metric: ACC@1-100Clients (higher is better)

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#Model↕ACC@1-100Clients▼AugmentationsPaperDate↕Code
1SuPerFed-MM93.25NoConnecting Low-Loss Subspace for Personalized Fe...2021-09-16Code
2SuPerFed-LM93.2NoConnecting Low-Loss Subspace for Personalized Fe...2021-09-16Code
3pFedGP-IP-compute88.8NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
4pFedGP88.8NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code
5pFedHN-PC88.09NoPersonalized Federated Learning using Hypernetwo...2021-03-08Code
6pFedHN87.97NoPersonalized Federated Learning using Hypernetwo...2021-03-08Code
7pFedGP-IP-data87.4NoPersonalized Federated Learning with Gaussian Pr...2021-06-29Code