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ResearchFormerly WizWand

Model Training on CIFAR-10 (IID)

2,164.36Training Delay (minutes)Proposed
2,053.30922,802.90213,552.4954,302.0879Jun 23, 2025
Updated 6mo ago

Evaluation results

MethodLinks
ProposedModel=GoogLeNet2025.062,164.36
ProposedModel=ResNet182025.062,265.09
ProposedModel=ResNet502025.062,445.16
OSSModel=GoogLeNet2025.062,872.04
OSSModel=ResNet182025.062,905.48
ProposedModel=DenseNet1212025.063,196.94
RegressionModel=ResNet182025.063,201.3
OSSModel=ResNet502025.063,242.2
Device-onlyModel=GoogLeNet2025.063,265.28
Device-onlyModel=ResNet182025.063,331.11
RegressionModel=GoogLeNet2025.063,489.76
RegressionModel=ResNet502025.063,639.25
Device-onlyModel=ResNet502025.063,685.03
OSSModel=DenseNet1212025.063,717.68
RegressionModel=DenseNet1212025.064,921.35
Device-onlyModel=DenseNet1212025.064,940.63