ECG Classification on MIT-BIH
98AccuracyCentralized
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CentralizedFlash=202.3KB, RAM=1222.3KB2026.05 | 98 | 89.2 | — | |
| Family-FLFlash=202.3KB, RAM=1222.3KB2026.05 | 96.4 | 78.9 | 198,270 | |
| FedAvgFlash=202.3KB, RAM=1222.3KB2026.05 | 96 | 74.1 | 852,559 | |
| FedProxFlash=202.3KB, RAM=1222.3KB2026.05 | 95.8 | 73.5 | 852,559 | |
| Family-FL-TinyFlash=4.7KB, RAM=3.0KB2026.05 | 91.9 | 48.3 | 2,613 | |
| FedAvg-TinyFlash=4.7KB, RAM=3.0KB2026.05 | 91.2 | 47.5 | 5,226 |