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Benchmarks
Object Classification on CIFAR-10 (test)
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78.47
Accuracy
FinP (with PCA)
71.606
73.388
75.17
76.952
Feb 25, 2025
Accuracy
Mean SIA Accuracy
Max SIA Accuracy
CoV SIA Accuracy
FI SIA Accuracy
CoV Loss
FI Loss
EOD
Convergence Rounds
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Mean SIA Accuracy
Max SIA Accuracy
CoV SIA Accuracy
FI SIA Accuracy
CoV Loss
FI Loss
EOD
Convergence Rounds
FinP (with PCA)
Local Model Architectu...
2025.02
78.47
10.07
10.67
35
89
0.44
83
12
12
Baseline
Local Model Architectu...
2025.02
76.45
30.86
38.52
33
90
0.67
69
33
10
FedAlign
Local Model Architectu...
2025.02
71.87
30.72
38.46
34
89
0.86
58
33
14
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