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Benchmarks
Personalized Federated Learning on Fed-LLM Large-Scale (52 clients) (Self)
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14.04
Alast
TAKFL
13.7668
15.6109
17.455
19.2991
May 20, 2025
Alast
AAUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Alast
AAUC
TAKFL
Model Setup=Heterogene...
2025.05
14.04
16.37
FedSim
Model Setup=Heterogene...
2025.05
16.29
16.57
FedDAT
Model Setup=Heterogene...
2025.05
17.06
15.83
FedIT
Model Setup=Heterogene...
2025.05
17.1
16.83
FedMKT
Model Setup=Heterogene...
2025.05
17.34
17.03
FedDPA
Model Setup=Heterogene...
2025.05
17.6
16.66
SFT
Model Setup=Heterogene...
2025.05
18.03
17.11
PerAda
Model Setup=Heterogene...
2025.05
18.83
17.32
FedMosaic
Model Setup=Heterogene...
2025.05
20.87
19.07
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