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Personalized Federated Learning on FEMNIST (test)
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76.24
Top 10% Most Samples Accuracy
Self-FL
70.2496
71.8048
73.36
74.9152
Apr 17, 2022
Top 10% Most Samples Accuracy
Worst 10% User Avg Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Top 10% Most Samples Accuracy
Worst 10% User Avg Acc
Self-FL
local training steps=a...
2022.04
76.24
37.01
PerFedAvg
local training steps=2...
2022.04
74.95
24.51
pFedMe
local training steps=2...
2022.04
72.76
17.97
DITTO
local training steps=2...
2022.04
70.58
0
FedAvg
local training steps=2...
2022.04
70.48
0
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