Federated Learning on CIFAR-100

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

LeaderboardDataset

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#	Model↕	ACC@1-50Clients▼	Augmentations	Paper	Date↕	Code
1	pFedGP	63.3	No	Personalized Federated Learning with Gaussian Pr...	2021-06-29	Code
2	pFedGP-IP-compute	61.2	No	Personalized Federated Learning with Gaussian Pr...	2021-06-29	Code
3	pFedGP-IP-data	60.2	No	Personalized Federated Learning with Gaussian Pr...	2021-06-29	Code
4	pFedHN-PC	60.17	No	Personalized Federated Learning using Hypernetwo...	2021-03-08	Code
5	pFedHN	59.46	No	Personalized Federated Learning using Hypernetwo...	2021-03-08	Code

#1pFedGPSOTA
63.3
ACC@1-50Clients· 2021-06-29
Personalized Federated Learning with Gaussian Processes Code
#2pFedGP-IP-compute
61.2
ACC@1-50Clients· 2021-06-29
Personalized Federated Learning with Gaussian Processes Code
#3pFedGP-IP-data
60.2
ACC@1-50Clients· 2021-06-29
Personalized Federated Learning with Gaussian Processes Code
#4pFedHN-PCSOTA
60.17
ACC@1-50Clients· 2021-03-08
Personalized Federated Learning using Hypernetworks Code
#5pFedHN
59.46
ACC@1-50Clients· 2021-03-08
Personalized Federated Learning using Hypernetworks Code