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ResearchFormerly WizWand

Image Classification on CIFAR-100 (test) (System Efficiency Metrics)

123Communication RoundsA-FedPD
97.04272.27447.5622.73Sep 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
A-FedPDTarget accuracy=40%, Backbone=LeNet2024.091236.27
A-FedPDSAMTarget accuracy=40%, Backbone=LeNet2024.091266.12
SCAFFOLDTarget accuracy=40%, Backbone=LeNet2024.091624.76
FedDynTarget accuracy=40%, Backbone=LeNet2024.091734.46
A-FedPDSAMTarget accuracy=49%, Backbone=LeNet2024.092203.07
FedSpeedTarget accuracy=40%, Backbone=LeNet2024.092223.47
A-FedPDTarget accuracy=49%, Backbone=LeNet2024.093032.23
FedSpeedTarget accuracy=49%, Backbone=LeNet2024.094211.61
FedDynTarget accuracy=49%, Backbone=LeNet2024.094951.36
FedSAMTarget accuracy=40%, Backbone=LeNet2024.095721.34
SCAFFOLDTarget accuracy=49%, Backbone=LeNet2024.096771
FedAvgTarget accuracy=40%, Backbone=LeNet2024.097721