Image Classification on GTSRB (IID)
98Accuracy (%)FLEX-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 | 98 | 0.0047 | 6,390 | |
| GreedyIndicator=Acc-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 92.79 | 0.1366 | 292,875 | |
| GreedyIndicator=Loss-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 90.88 | 0.096 | 175,725 | |
| FLEX-MoEIndicator=Loss-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 76.48 | 0.0045 | 6,390 | |
| RandomIndicator=None, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 57.34 | 0.0319 | 74,550 |