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Benchmarks
Classification on MNIST (Testing accuracy)
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96.21
Test Accuracy
SISA
45.0732
58.3491
71.625
84.9009
Feb 15, 2025
Test Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Test Accuracy
SISA
Partition=3-Label, Tra...
2025.02
96.21
SISA
Partition=2-Label, Tra...
2025.02
96.14
Fedavg
Partition=3-Label, Tra...
2025.02
95.11
SISA
Partition=1-Label, Tra...
2025.02
94.97
Fedprox
Partition=3-Label, Tra...
2025.02
94.73
Fednova
Partition=3-Label, Tra...
2025.02
94.37
Scaffold
Partition=3-Label, Tra...
2025.02
93.19
Fedprox
Partition=2-Label, Tra...
2025.02
90.75
Fedavg
Partition=2-Label, Tra...
2025.02
90.7
Fednova
Partition=2-Label, Tra...
2025.02
90.4
Scaffold
Partition=2-Label, Tra...
2025.02
87.43
Fedprox
Partition=1-Label, Tra...
2025.02
54.33
Fedavg
Partition=1-Label, Tra...
2025.02
53.19
Fednova
Partition=1-Label, Tra...
2025.02
49
Scaffold
Partition=1-Label, Tra...
2025.02
47.04
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