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Benchmarks
Federated Unlearning on CIFAR-10 (Retain)
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100
Accuracy
Retrain
81.9976
86.6713
91.345
96.0187
Mar 7, 2025
Accuracy
Accuracy Delta
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Accuracy Delta
Retrain
Model=ResNet-18, Commu...
2025.03
100
0
FCU
Model=ResNet-18, Commu...
2025.03
100
0
MODE
Model=ResNet-18, Commu...
2025.03
99.8
0.2
NoT
Model=ResNet-18, Commu...
2025.03
99.77
0.23
PGD
Model=ResNet-18, Commu...
2025.03
99.51
0.49
FT
Model=ResNet-18, Commu...
2025.03
99.45
0.55
PGD
Model=CNN, Communicati...
2025.03
92.62
0.96
MODE
Model=CNN, Communicati...
2025.03
92.56
0.9
FT
Model=CNN, Communicati...
2025.03
92.48
0.82
FCU
Model=CNN, Communicati...
2025.03
92.46
0.8
NoT
Model=CNN, Communicati...
2025.03
91.69
0.03
Retrain
Model=CNN, Communicati...
2025.03
91.66
0
FedEraser
Model=CNN, Communicati...
2025.03
88.19
3.47
FUKD
Model=CNN, Communicati...
2025.03
82.69
8.97
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