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Benchmarks
Image Classification on FEMNIST Dir-0.1 (test)
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86.3
Accuracy
FedEMA-Distill
84.948
85.299
85.65
86.001
Feb 15, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
FedEMA-Distill
Distribution=Dir-0.1
2026.02
86.3
FedDF
Distribution=Dir-0.1
2026.02
85.8
FedAvgM
Distribution=Dir-0.1
2026.02
85.7
SCAFFOLD
Distribution=Dir-0.1
2026.02
85.6
FedProx
Distribution=Dir-0.1
2026.02
85.5
FedAvg
Distribution=Dir-0.1
2026.02
85
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