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ResearchFormerly WizWand

Image Classification on CIFAR-10 (Acln Metric Evaluation)

90.2AclnFedProx+DART
27.90444.07760.2576.423Aug 24, 2025
Updated 7mo ago

Evaluation results

MethodLinks
FedProx+DARTalpha_IID=100, T_tr=×1.1, E_tr=×1.1, M_tr=×1.32025.0890.2
FedAFAalpha_IID=100, T_tr=×1.9, E_tr=×1.9, M_tr=×1.72025.0889.9
FedAugMixalpha_IID=100, T_tr=×2.6, E_tr=×2.9, M_tr=×2.62025.0889.3
FedAvg+DARTalpha_IID=100, T_tr=×1.0, E_tr=×1.0, M_tr=×1.02025.0889.2
FedAugMixalpha_IID=10, T_tr=×2.6, E_tr=×2.9, M_tr=×2.62025.0889.1
FedProx+DARTalpha_IID=10, T_tr=×1.1, E_tr=×1.1, M_tr=×1.32025.0888.7
FedAFAalpha_IID=10, T_tr=×1.9, E_tr=×1.9, M_tr=×1.72025.0888.4
FedAvg+DARTalpha_IID=10, T_tr=×1.0, E_tr=×1.0, M_tr=×1.02025.0888.3
FedProx+DARTalpha_IID=1, T_tr=×1.1, E_tr=×1.1, M_tr=×1.32025.0887.1
FedAFAalpha_IID=1, T_tr=×1.9, E_tr=×1.9, M_tr=×1.72025.0886.7
FedPrimealpha_IID=100, T_tr=×21.5, E_tr=×5.7, M_tr=×2.62025.0886.6
FedPrimealpha_IID=10, T_tr=×21.5, E_tr=×5.7, M_tr=×2.62025.0885
FedAugMixalpha_IID=1, T_tr=×2.6, E_tr=×2.9, M_tr=×2.62025.0884.6
FedAvg+DARTalpha_IID=1, T_tr=×1.0, E_tr=×1.0, M_tr=×1.02025.0883.2
FedPrimealpha_IID=1, T_tr=×21.5, E_tr=×5.7, M_tr=×2.62025.0879.6
FedProx+DARTalpha_IID=0.1, T_tr=×1.1, E_tr=×1.1, M_tr=×1.32025.0866.9
FedAFAalpha_IID=0.1, T_tr=×1.9, E_tr=×1.9, M_tr=×1.72025.0848.3
FedAugMixalpha_IID=0.1, T_tr=×2.6, E_tr=×2.9, M_tr=×2.62025.0844.2
FedAvg+DARTalpha_IID=0.1, T_tr=×1.0, E_tr=×1.0, M_tr=×1.02025.0843
FedPrimealpha_IID=0.1, T_tr=×21.5, E_tr=×5.7, M_tr=×2.62025.0830.3