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Benchmarks
Image Classification on CIFAR10 (test) (Communication Rounds for Target Accuracy)
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90.67
Communication Rounds (Acc=75%)
FedDyn
88.15
105.16
122.17
139.18
Mar 17, 2022
Communication Rounds (Acc=75%)
Communication Rounds (Acc=80%)
Updated 3d ago
Evaluation Results
Method
Method
Links
Communication Rounds (Acc=75%)
Communication Rounds (Acc=80%)
FedDyn
Beta (β)=0.3
2022.03
90.67
183.67
FedFTG
Beta (β)=0.3
2022.03
92.67
188.67
SCAFFOLD
Beta (β)=0.3
2022.03
100.33
212
MOON
Beta (β)=0.3
2022.03
128
347
FedDF
Beta (β)=0.3
2022.03
132.67
329
FedGen
Beta (β)=0.3
2022.03
140
406.67
FedProx
Beta (β)=0.3
2022.03
143.67
391.67
FedAvg
Beta (β)=0.3
2022.03
153.67
425.33
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