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Benchmarks
Personalized Federated Learning on DRAKE alpha=0.1 Dirichlet non-i.i.d. splits
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73.12
A_last
FedMosaic
66.1416
67.9533
69.765
71.5767
May 20, 2025
A_last
AAUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
A_last
AAUC
FedMosaic
Model Setup=4x LLaVA-L...
2025.05
73.12
68.39
FedIT
Model Setup=4x LLaVA-L...
2025.05
72.07
67.17
SFT
Model Setup=4x LLaVA-L...
2025.05
71.4
66.9
FedSIM
Model Setup=4x LLaVA-L...
2025.05
69.9
65.03
TAKFL
Model Setup=4x LLaVA-L...
2025.05
69.88
65.21
FedMKT
Model Setup=4x LLaVA-L...
2025.05
69.04
64.78
FedDPA
Model Setup=4x LLaVA-L...
2025.05
68.56
64.58
DITTO
Model Setup=4x LLaVA-L...
2025.05
66.8
63.46
FedDAT
Model Setup=4x LLaVA-L...
2025.05
66.43
63.16
PerADA
Model Setup=4x LLaVA-L...
2025.05
66.41
63.27
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