Image Classification on FMNIST (System and Average Accuracy)
58.82System AccuracyFedSPM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedSPMModel capacity=1×2026.07 | 58.82 | 58.86 | |
| FedSPMModel capacity=C×2026.07 | 58.23 | 58.32 | |
| FedDRMModel capacity=1×2026.07 | 53.68 | 53.69 | |
| FedAvgModel capacity=1×2026.07 | 39.15 | 39.15 | |
| FedProxModel capacity=1×2026.07 | 39.14 | 39.14 | |
| FedAvgFTModel capacity=1×2026.07 | 35.42 | 50.55 | |
| DittoModel capacity=1×2026.07 | 34.3 | 54.87 | |
| FedBABUModel capacity=1×2026.07 | 34.27 | 38.36 | |
| FedGMMModel capacity=C×2026.07 | 31.98 | 38.34 | |
| ClusterFLModel capacity=C×2026.07 | 31.36 | 55.77 | |
| FedEMModel capacity=C×2026.07 | 29.73 | 38.79 |