List your company
ResearchFormerly WizWand

Image Classification on CIFAR-10 (Communication Cost Analysis)

0.72Communication Cost (GB)AsynFLC-EF(top3+Q2b)
-42.4012248.6669539.735830.8031Apr 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
AsynFLC-EF(top3+Q2b)Model=CNN, Target Accuracy=55%2025.040.72
AsynFLC-EF(top3+Q2b)Model=AlexNet, Target Accuracy=55%2025.040.89
AsynFLC-EF(top3+Q4b)Model=CNN, Target Accuracy=55%2025.041.41
AsynFLC-EF(top3+Q4b)Model=AlexNet, Target Accuracy=55%2025.041.96
AsynFLC-EF(top6+Q4b)Model=CNN, Target Accuracy=55%2025.042.77
AsynFLC-EF(top3+Q8b)Model=CNN, Target Accuracy=55%2025.042.84
AsynFLC-EF(top6+Q4b)Model=AlexNet, Target Accuracy=55%2025.043.68
AsynFLC-EF(top3+Q8b)Model=AlexNet, Target Accuracy=55%2025.043.95
AsynFLC-EF(top10+Q4b)Model=CNN, Target Accuracy=55%2025.044.57
AsynFLC-EF(top10+Q4b)Model=AlexNet, Target Accuracy=55%2025.045.88
AsynFLC-EF(top3)Model=CNN, Target Accuracy=55%2025.0411.43
AsynFLC(top3)Model=AlexNet, Target Accuracy=55%2025.0415.4
AsynFLC-EF(top3)Model=AlexNet, Target Accuracy=55%2025.0415.71
AsynFLC-EF(top6)Model=CNN, Target Accuracy=55%2025.0422.38
AsynFLC(top3)Model=CNN, Target Accuracy=55%2025.0426.75
AsynFLC-EF(top6)Model=AlexNet, Target Accuracy=55%2025.0429.69
AsynFLC-EF(top10)Model=CNN, Target Accuracy=55%2025.0436.67
AsynFLC(Q4b)Model=CNN, Target Accuracy=55%2025.0445.38
AsynFLC-EF(top10)Model=AlexNet, Target Accuracy=55%2025.0447.94
AsynFLC(Q4b)Model=AlexNet, Target Accuracy=55%2025.0492.08
AsynFLModel=CNN, Target Accuracy=55%2025.04364.43
FedBuffModel=CNN, Target Accuracy=55%2025.04497.67
AsynFLModel=AlexNet, Target Accuracy=55%2025.04765.66
FedBuffModel=AlexNet, Target Accuracy=55%2025.041,078.75