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Benchmarks
Personalized Federated Learning on DRAKE Dirichlet non-i.i.d. splits alpha=0.5
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70.2
A_last
FedMosaic
62.0256
64.1478
66.27
68.3922
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
70.2
64.68
SFT
Model Setup=4x LLaVA-L...
2025.05
68.25
63.73
FedIT
Model Setup=4x LLaVA-L...
2025.05
67.65
63.46
FedSIM
Model Setup=4x LLaVA-L...
2025.05
67.44
62.77
TAKFL
Model Setup=4x LLaVA-L...
2025.05
66.65
62.08
FedDPA
Model Setup=4x LLaVA-L...
2025.05
65.58
61.91
FedMKT
Model Setup=4x LLaVA-L...
2025.05
65.14
60.81
FedDAT
Model Setup=4x LLaVA-L...
2025.05
63.01
59.95
PerADA
Model Setup=4x LLaVA-L...
2025.05
62.88
59.77
DITTO
Model Setup=4x LLaVA-L...
2025.05
62.34
59.52
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