Image Classification on CIFAR-10 Structure
84.7AccuracyFedPer
Evaluation results
| Method | Links | |
|---|---|---|
| FedPerNumber of Clients=20, Clustering Strategy=Clustering (MMDSW)2026.06 | 84.7 | |
| FedPerNumber of Clients=40, Clustering Strategy=Clustering (MMDSW)2026.06 | 84.1 | |
| FedAvgNumber of Clients=40, Clustering Strategy=Clustering (MMDSW)2026.06 | 84 | |
| FedAvgNumber of Clients=20, Clustering Strategy=Clustering (MMDSW)2026.06 | 82.6 | |
| FedRepNumber of Clients=20, Clustering Strategy=Clustering (MMDSW)2026.06 | 82.6 | |
| FedAvgNumber of Clients=100, Clustering Strategy=Clustering (MMDSW)2026.06 | 82.4 | |
| FedPerNumber of Clients=100, Clustering Strategy=Clustering (MMDSW)2026.06 | 82.3 | |
| FedPerNumber of Clients=20, Clustering Strategy=Vanilla2026.06 | 81.6 | |
| FedRepNumber of Clients=40, Clustering Strategy=Clustering (MMDSW)2026.06 | 81.3 | |
| FedPerNumber of Clients=40, Clustering Strategy=Vanilla2026.06 | 80.5 | |
| FedRepNumber of Clients=20, Clustering Strategy=Vanilla2026.06 | 78.7 | |
| FedPerNumber of Clients=100, Clustering Strategy=Vanilla2026.06 | 76.9 | |
| FedRepNumber of Clients=40, Clustering Strategy=Vanilla2026.06 | 76.5 | |
| FedRepNumber of Clients=100, Clustering Strategy=Clustering (MMDSW)2026.06 | 72.9 | |
| FedRepNumber of Clients=100, Clustering Strategy=Vanilla2026.06 | 64.2 | |
| FedAvgNumber of Clients=20, Clustering Strategy=Vanilla2026.06 | 32.9 | |
| FedAvgNumber of Clients=40, Clustering Strategy=Vanilla2026.06 | 31.8 | |
| FedAvgNumber of Clients=100, Clustering Strategy=Vanilla2026.06 | 27.2 | |
| MMDSWMetric Type=Average Uplift2026.06 | 24.3 | |
| OTDDMetric Type=Average Uplift2026.06 | 17.6 |