Image Classification on GTSRB (Non-IID 4-Class partition)
57.01AccuracyGreedy
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GreedyIndicator=Acc-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 57.01 | 0.0989 | 65,003 | |
| FLEX-MoEIndicator=Loss-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 50.3 | 0.0081 | 3,603 | |
| GreedyIndicator=Loss-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 48.94 | 0.0255 | 10,187 | |
| FLEX-MoEIndicator=Acc-driven, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 44.42 | 0.0236 | 6,353 | |
| RandomIndicator=None, Client count C=20, Expert count E=8, Expert selection range kc=[2, 6]2025.12 | 17.91 | 0.0497 | 42,026 |