Image Classification on CIFAR-100 (System and Average Accuracy)
28.33System AccuracyFedSPM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedSPMModel capacity=1×2026.07 | 28.33 | 28.84 | |
| FedSPMModel capacity=C×2026.07 | 27.54 | 28.07 | |
| FedDRMModel capacity=1×2026.07 | 27.15 | 27.55 | |
| FedAvgModel capacity=1×2026.07 | 18.17 | 18.17 | |
| FedProxModel capacity=1×2026.07 | 18.15 | 18.15 | |
| FedBABUModel capacity=1×2026.07 | 16.64 | 19.09 | |
| FedAvgFTModel capacity=1×2026.07 | 16.29 | 23.51 | |
| DittoModel capacity=1×2026.07 | 16.02 | 25.06 | |
| ClusterFLModel capacity=C×2026.07 | 14.68 | 27.31 | |
| FedEMModel capacity=C×2026.07 | 13.69 | 19.98 | |
| FedGMMModel capacity=C×2026.07 | 11.97 | 20.7 |