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Benchmarks
Personalized Federated Learning on CIFAR10 pathological non-IID (100 clients, 400 samples)
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93.25
Top-1 Acc
SuPerFed-MM
33.9076
49.3138
64.72
80.1262
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
93.25
SuPerFed-LM
Mixing Method=Layer Mi...
2021.09
93.2
FedPer
2021.09
92.83
pFedMe
2021.09
92.07
APFL
2021.09
91.73
FedRep
2021.09
84.45
Ditto
2021.09
83.01
LG-FedAvg
2021.09
82.35
FedProx
2021.09
47.9
SCAFFOLD
2021.09
38.56
FedAvg
2021.09
36.19
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