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Benchmarks
Image Classification on Tiny-ImageNet Dirichlet alpha=0.3 (test)
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18.18
Test Accuracy
FedBABU
4.9096
8.3548
11.8
15.2452
May 28, 2024
Test Accuracy
Accuracy (500R)
Accuracy (1000R)
Rounds (35% target)
Rounds (38% target)
Updated 3d ago
Evaluation Results
Method
Method
Links
Test Accuracy
Accuracy (500R)
Accuracy (1000R)
Rounds (35% target)
Rounds (38% target)
FedBABU
2024.05
18.18
-
-
-
-
FedAvg
2024.05
17.58
-
-
-
-
OSGP
2024.05
17.07
-
-
-
-
Dis-PFL
2024.05
16.94
-
-
-
-
DFedAvgM
2024.05
16.51
-
-
-
-
DFedPGP
2024.05
14.94
-
-
-
-
Ditto
2024.05
14.47
-
-
-
-
FedPer
2024.05
7.71
-
-
-
-
FedRep
2024.05
5.78
-
-
-
-
Local
2024.05
5.42
-
-
-
-
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