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ResearchFormerly WizWand

Image Classification on CIFAR10 (Dirichlet)

1RESLocal-KD
0.6975680.7760840.85460.933116May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Local-KDModel=MobileNetV22026.0510.14791.00570.1487
Local-KDModel=ShuffleNetV22026.0510.13691.03590.1418
DittoModel=MobileNetV22026.050.95280.36821.00570.3886
FedDistillModel=ShuffleNetV22026.050.94080.74817.21295.7358
FedMDModel=MobileNetV22026.050.93870.812644.488238.5099
FedMDModel=ShuffleNetV22026.050.92140.72597.21295.6826
DittoModel=ShuffleNetV22026.050.91740.27381.03590.3091
FedDFModel=MobileNetV22026.050.91720.490910.5352
FedAvgModel=MobileNetV22026.050.90910.64611.00570.7147
FedAvgModel=ShuffleNetV22026.050.90620.56771.03590.6489
FedDistillModel=MobileNetV22026.050.90440.803244.488239.5127
FedDFModel=ShuffleNetV22026.050.90370.321710.356
FedKD-NASModel=ShuffleNetV22026.050.853917.21298.4466
FedKD-NASModel=MobileNetV22026.050.7092144.488262.7298