Image Classification on CIFAR-10-C Severity Level 3 (test)
77.68Mean Test AccuracyFedAvg + SpecGradFilter
Evaluation results
| Method | Links | |
|---|---|---|
| FedAvg + SpecGradFilterBackbone=ResNet-20, Severity Level=3, Number of Clients=100, Client Participation Ratio (R)=0.12026.07 | 77.68 | |
| FedCMBackbone=ResNet-20, Severity Level=3, Number of Clients=100, Client Participation Ratio (R)=0.12026.07 | 76.86 | |
| FedDynBackbone=ResNet-20, Severity Level=3, Number of Clients=100, Client Participation Ratio (R)=0.12026.07 | 68.74 | |
| FedAvgBackbone=ResNet-20, Severity Level=3, Number of Clients=100, Client Participation Ratio (R)=0.12026.07 | 62.11 | |
| SCAFFOLDBackbone=ResNet-20, Severity Level=3, Number of Clients=100, Client Participation Ratio (R)=0.12026.07 | 61.25 |