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ResearchFormerly WizWand

Image Classification on CIFAR10 (Shards)

1RESLocal-KD
0.7450960.8112730.877450.943627May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Local-KDModel=MobileNetV22026.0510.1851.00570.186
Local-KDModel=ShuffleNetV22026.0510.21471.03590.2224
DittoModel=MobileNetV22026.050.97340.22531.00570.2328
FedDFModel=MobileNetV22026.050.95870.438510.4574
FedAvgModel=MobileNetV22026.050.94520.62761.00570.6677
FedDistillModel=MobileNetV22026.050.94190.850844.488240.1862
FedMDModel=MobileNetV22026.050.93560.90544.488243.0314
FedDistillModel=ShuffleNetV22026.050.92630.7087.21295.5132
FedMDModel=ShuffleNetV22026.050.9250.6447.21295.0217
DittoModel=ShuffleNetV22026.050.92310.17241.03590.1935
FedDFModel=ShuffleNetV22026.050.91050.447810.4919
FedAvgModel=ShuffleNetV22026.050.90960.45031.03590.5129
FedKD-NASModel=ShuffleNetV22026.050.874417.21298.2493
FedKD-NASModel=MobileNetV22026.050.7549144.488258.9359