Image Classification on Fashion-MNIST (seasonal setup)
88Final AccuracyCentralized Baseline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Centralized BaselineNotes=IID only, no drift2026.01 | 88 | 88 | |
| FedAvg (no drift)Notes=Stable IID training2026.01 | 78 | 80 | |
| FedAvg + ReplayNotes=50 samples/class buffer2026.01 | 78 | 82 | |
| FedAvg (with drift)Notes=Severe forgetting2026.01 | 28 | 74 |