Image Classification on CIFAR-10 (System and Average Accuracy)
48.39System AccuracyFedSPM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedSPMModel capacity=1×2026.07 | 48.39 | 48.59 | |
| FedSPMModel capacity=C×2026.07 | 48.03 | 48.32 | |
| FedDRMModel capacity=1×2026.07 | 47.47 | 47.62 | |
| FedAvgModel capacity=1×2026.07 | 35.02 | 35.02 | |
| FedProxModel capacity=1×2026.07 | 34.94 | 34.94 | |
| FedBABUModel capacity=1×2026.07 | 33.39 | 36.9 | |
| DittoModel capacity=1×2026.07 | 33.12 | 43.91 | |
| FedAvgFTModel capacity=1×2026.07 | 32.71 | 41.4 | |
| ClusterFLModel capacity=C×2026.07 | 28.38 | 45.33 | |
| FedEMModel capacity=C×2026.07 | 26.71 | 38.5 | |
| FedGMMModel capacity=C×2026.07 | 25.36 | 38.86 |