OpenCodePapers

personalized-federated-learning-on-cifar-10

Federated LearningPersonalized Federated Learning

Results over time

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Leaderboard

Paper	Code	ACC@1-10Clients	ACC@1-50Clients	ACC@1-100Clients	ACC@1-500Clients	ModelName	ReleaseDate
Personalized Federated Learning using Hypernetworks	✓ Link	92.47	90.08	88.09	83.2	pFedHN-PC	2021-03-08
Personalized Federated Learning using Hypernetworks	✓ Link	90.83	88.38	87.97		pFedHN	2021-03-08
Connecting Low-Loss Subspace for Personalized Federated Learning	✓ Link		94.05	93.25	90.81	SuPerFed-MM	2021-09-16
Connecting Low-Loss Subspace for Personalized Federated Learning	✓ Link		93.88	93.20	89.63	SuPerFed-LM	2021-09-16
Personalized Federated Learning with Gaussian Processes	✓ Link		89.9	88.8	86.8	pFedGP-IP-compute	2021-06-29
Personalized Federated Learning with Gaussian Processes	✓ Link		89.2	88.8	87.6	pFedGP	2021-06-29
Personalized Federated Learning with Gaussian Processes	✓ Link		88.6	87.4	86.9	pFedGP-IP-data	2021-06-29