Image Classification on Rotated MNIST m=1200 (test)
97.9AccuracyLCFL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LCFLIteration=602024.07 | 97.9 | 0.08 | |
| IFCAIteration=602024.07 | 97.42 | 0.09 | |
| LCFLIteration=302024.07 | 97.11 | 0.12 | |
| IFCAIteration=302024.07 | 96.48 | 0.09 | |
| FedAvgIteration=602024.07 | 96.12 | 0.14 | |
| LCFLIteration=152024.07 | 95.75 | 0.22 | |
| IFCAIteration=152024.07 | 95.14 | 0.19 | |
| FedAvgIteration=302024.07 | 95.03 | 0.17 | |
| LCFLIteration=102024.07 | 94.45 | 0.31 | |
| IFCAIteration=102024.07 | 94.04 | 0.23 | |
| FedAvgIteration=152024.07 | 93.64 | 0.24 | |
| FedAvgIteration=102024.07 | 92.52 | 0.31 | |
| IFCAIteration=52024.07 | 91.13 | 0.51 | |
| LCFLIteration=52024.07 | 89.66 | 0.57 | |
| FedAvgIteration=52024.07 | 89.66 | 0.57 | |
| LocalIteration=152024.07 | 84.33 | 3.22 | |
| LocalIteration=602024.07 | 84.33 | 3.75 | |
| LocalIteration=302024.07 | 84.27 | 3.6 | |
| LocalIteration=102024.07 | 79.54 | 2.89 | |
| LocalIteration=52024.07 | 74.82 | 1.86 |