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Benchmarks
Personalized Federated Learning on CIFAR10 pathological non-IID (500 clients, 80 samples)
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90.81
Top-1 Acc
SuPerFed-MM
34.13
48.845
63.56
78.275
Sep 16, 2021
Top-1 Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Acc
SuPerFed-MM
Mixing Method=Model Mi...
2021.09
90.81
SuPerFed-LM
Mixing Method=Layer Mi...
2021.09
89.63
pFedMe
2021.09
88.3
APFL
2021.09
82.35
Ditto
2021.09
81.27
FedRep
2021.09
80.66
FedPer
2021.09
78.52
SCAFFOLD
2021.09
48.6
LG-FedAvg
2021.09
40.27
FedAvg
2021.09
38.56
FedProx
2021.09
36.31
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