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Benchmarks
Image Classification on EMNIST (val)
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15
Rounds to 20.0% Accuracy
FedZMG
14.2
19.6
25
30.4
Feb 20, 2026
Rounds to 20.0% Accuracy
Rounds to 33.0% Accuracy
Avg Acc Post-33.0%
Updated 4d ago
Evaluation Results
Method
Method
Links
Rounds to 20.0% Accuracy
Rounds to 33.0% Accuracy
Avg Acc Post-33.0%
FedZMG
Local Epochs=4, Cohort...
2026.02
15
20
98.91
FedAvg
Local Epochs=4, Cohort...
2026.02
15
20
98.43
FedAdam
Local Epochs=4, Cohort...
2026.02
35
40
97.96
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