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Benchmarks
Image Classification on CIFAR-10 Dir-1.0
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86.46
Accuracy
A-FedPDSAM
79.024
80.9545
82.885
84.8155
Sep 27, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
A-FedPDSAM
Backbone=ResNet-18, Fa...
2024.09
86.46
FedSpeed
Backbone=ResNet-18, Fa...
2024.09
85.92
A-FedPDSAM
Backbone=LeNet, Family...
2024.09
85.9
FedSpeed
Backbone=LeNet, Family...
2024.09
85.11
A-FedPD
Backbone=LeNet, Family...
2024.09
84.94
A-FedPD
Backbone=ResNet-18, Fa...
2024.09
84.33
FedDyn
Backbone=LeNet, Family...
2024.09
84.2
SCAFFOLD
Backbone=ResNet-18, Fa...
2024.09
83.7
SCAFFOLD
Backbone=LeNet, Family...
2024.09
83.61
FedCM
Backbone=ResNet-18, Fa...
2024.09
82.85
FedDyn
Backbone=ResNet-18, Fa...
2024.09
82.66
FedSAM
Backbone=ResNet-18, Fa...
2024.09
82.58
FedSAM
Backbone=LeNet, Family...
2024.09
81.94
FedAvg
Backbone=ResNet-18, Fa...
2024.09
80.94
FedAvg
Backbone=LeNet, Family...
2024.09
80.58
FedCM
Backbone=LeNet, Family...
2024.09
79.31
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