Image Classification on CIFAR-100 Dirichlet-0.05 (test)
65.56AccuracyFedPAC_Muon
Evaluation results
| Method | Links | |
|---|---|---|
| FedPAC_MuonBackbone=ResNet-182026.02 | 65.56 | |
| FedPAC_SOAPBackbone=ResNet-182026.02 | 64.16 | |
| FedCMBackbone=ResNet-182026.02 | 62.65 | |
| Local SOAPBackbone=ResNet-182026.02 | 58.16 | |
| FedAvgBackbone=ResNet-182026.02 | 56.75 | |
| SCAFFOLDBackbone=ResNet-182026.02 | 56.43 | |
| Local AdamWBackbone=ResNet-182026.02 | 55.24 | |
| FedPAC_SophiaBackbone=ResNet-182026.02 | 53.66 | |
| Local SophiaBackbone=ResNet-182026.02 | 50.89 | |
| Local MuonBackbone=ResNet-182026.02 | 49.86 | |
| FedPAC_SOAPBackbone=ViT-Tiny2026.02 | 47.55 | |
| FedPAC_MuonBackbone=ViT-Tiny2026.02 | 41.76 | |
| Local SOAPBackbone=ViT-Tiny2026.02 | 41.68 | |
| Local MuonBackbone=ViT-Tiny2026.02 | 39.68 | |
| Local AdamWBackbone=ViT-Tiny2026.02 | 36.06 | |
| FedPAC_SophiaBackbone=ViT-Tiny2026.02 | 32.71 | |
| Local SophiaBackbone=ViT-Tiny2026.02 | 32.25 | |
| FedAvgBackbone=ViT-Tiny2026.02 | 23.42 | |
| SCAFFOLDBackbone=ViT-Tiny2026.02 | 23.23 | |
| FedCMBackbone=ViT-Tiny2026.02 | 14.74 |