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ResearchFormerly WizWand

Model Training on CIFAR-100 (IID)

2,179.92Training Delay (minutes)Proposed
2,110.67562,578.07533,045.4753,512.8747Jun 23, 2025
Updated 6mo ago

Evaluation results

MethodLinks
ProposedModel=ResNet502025.062,179.92
ProposedModel=DenseNet1212025.062,341.6
ProposedModel=GoogLeNet2025.062,489.61
ProposedModel=ResNet182025.062,499.24
OSSModel=ResNet502025.062,790.26
OSSModel=DenseNet1212025.063,002.23
RegressionModel=ResNet502025.063,113.14
OSSModel=ResNet182025.063,127.26
Device-onlyModel=ResNet502025.063,187.27
OSSModel=GoogLeNet2025.063,201.44
RegressionModel=DenseNet1212025.063,374.06
Device-onlyModel=ResNet182025.063,407.3
Device-onlyModel=DenseNet1212025.063,420.54
RegressionModel=ResNet182025.063,440.95
Device-onlyModel=GoogLeNet2025.063,851.6
RegressionModel=GoogLeNet2025.063,911.03