Image Classification on Rotated MNIST m=2400 (test)
96.65AccuracyLCFL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LCFLIteration=602024.07 | 96.65 | 0.64 | |
| IFCAIteration=602024.07 | 96.41 | 0.5 | |
| LCFLIteration=302024.07 | 95.3 | 0.84 | |
| IFCAIteration=302024.07 | 94.95 | 0.61 | |
| FedAvgIteration=602024.07 | 94.3 | 0.2 | |
| LCFLIteration=152024.07 | 93.19 | 1.05 | |
| IFCAIteration=152024.07 | 92.77 | 0.82 | |
| FedAvgIteration=302024.07 | 92.53 | 0.27 | |
| LCFLIteration=102024.07 | 91.05 | 1.11 | |
| IFCAIteration=102024.07 | 90.98 | 0.96 | |
| FedAvgIteration=152024.07 | 89.82 | 0.38 | |
| FedAvgIteration=102024.07 | 87.51 | 0.5 | |
| LocalIteration=602024.07 | 87.01 | 1.96 | |
| LocalIteration=302024.07 | 85.85 | 1.86 | |
| IFCAIteration=52024.07 | 85.48 | 1.39 | |
| LocalIteration=152024.07 | 84.12 | 1.67 | |
| LocalIteration=102024.07 | 82.67 | 1.55 | |
| LCFLIteration=52024.07 | 81.05 | 1.13 | |
| FedAvgIteration=52024.07 | 81.05 | 1.13 | |
| LocalIteration=52024.07 | 78.66 | 1.34 |