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Image Classification on CIFAR-100 High Data Heterogeneity
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60.89
Accuracy
Homogeneous (largest)
10.762
23.776
36.79
49.804
Dec 3, 2022
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Homogeneous (largest)
Method Category=Homoge...
2022.12
60.89
FedRolex
Method Category=PT-based
2022.12
56.57
HeteroFL
Method Category=PT-based
2022.12
52.38
Federated Dropout
Method Category=PT-based
2022.12
45.07
Fed-ET
Method Category=KD-based
2022.12
35.78
FedDF
Method Category=KD-based
2022.12
31.87
DS-FL
Method Category=KD-based
2022.12
29.12
Homogeneous (smallest)
Method Category=Homoge...
2022.12
12.69
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