Image Classification on Oxford-PETS 37 classes
815Communication StepsFTTE
Evaluation results
| Method | Links | |
|---|---|---|
| FTTEα (Data Heterogeneity)=1.0, Target Acc.=66.02%, Backbone=MCUNet, Local Optimizer=Adam, Client Count=100, Straggler Percentage=50%2025.10 | 815 | |
| FTTEα (Data Heterogeneity)=100000, Target Acc.=67.34%, Backbone=MCUNet, Local Optimizer=Adam, Client Count=100, Straggler Percentage=50%2025.10 | 1,135 | |
| FTTEα (Data Heterogeneity)=0.1, Target Acc.=56.02%, Backbone=MCUNet, Local Optimizer=Adam, Client Count=100, Straggler Percentage=50%2025.10 | 1,915 | |
| FedAdamα (Data Heterogeneity)=0.1, Target Acc.=56.02%, Backbone=MCUNet, Local Optimizer=Adam, Client Count=100, Straggler Percentage=50%2025.10 | 2,900 | |
| FedAdamα (Data Heterogeneity)=1.0, Target Acc.=66.02%, Backbone=MCUNet, Local Optimizer=Adam, Client Count=100, Straggler Percentage=50%2025.10 | 3,665 | |
| FedAdamα (Data Heterogeneity)=100000, Target Acc.=67.34%, Backbone=MCUNet, Local Optimizer=Adam, Client Count=100, Straggler Percentage=50%2025.10 | 4,800 |