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Benchmarks
Personalized Federated Learning on MNIST pathological non-IID (500 clients, 96 samples)
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0.994
Top-1 Acc
FedPer
0.812624
0.859712
0.9068
0.953888
Sep 16, 2021
Top-1 Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
FedPer
2021.09
0.994
SuPerFed-MM
Mixing Method=Model Mi...
2021.09
0.9924
APFL
2021.09
0.9898
SuPerFed-LM
Mixing Method=Layer Mi...
2021.09
0.9883
FedRep
2021.09
0.9794
Ditto
2021.09
0.972
SCAFFOLD
2021.09
0.966
FedProx
2021.09
0.965
LG-FedAvg
2021.09
0.9605
FedAvg
2021.09
0.9604
pFedMe
2021.09
0.8196
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