Federated Learning on AV-MNIST alpha=0.1 (test)
97.73Accuracy (%)MESH-FL Light
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MESH-FL Lightcompression_level=Light2026.07 | 97.73 | 9.36 | 31 | |
| MESH-FL Moderatecompression_level=Moderate2026.07 | 96.47 | 40.52 | 40 | |
| MESH-FL Heavycompression_level=Heavy2026.07 | 96.2 | 56.82 | 40 | |
| PowerSGDr=42026.07 | 95.8 | 12.1 | 43 | |
| FedAvgcompression=No compression2026.07 | 95.72 | 1 | 47 | |
| TopKs=1%2026.07 | 93.4 | 10.2 | 48 | |
| QSGDbits=4-bit2026.07 | 92.1 | 8 | 50 |