Image Classification on EMNIST (IID)
0.9833AccuracyFLEX-MoE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FLEX-MoEIndicator=Acc-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 0.9833 | 0.004 | 5,760 | |
| FLEX-MoEIndicator=Loss-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 0.9808 | 0.004 | 5,760 | |
| GreedyIndicator=Loss-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 0.9802 | 0.1671 | 340,800 | |
| RandomIndicator=None, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 0.9748 | 0.0285 | 63,360 | |
| GreedyIndicator=Acc-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 0.9721 | 0.2785 | 451,200 |