Classification on MNIST Partial Class C=2 (test)
93.675AccuracyFedFV
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedFV2024.10 | 93.675 | 0.397 | 3.318 | |
| TCH2024.10 | 93.25 | 0.409 | 3.685 | |
| STCH2024.10 | 92.592 | 0.477 | 3.989 | |
| AdaExcessMTL2024.10 | 92.435 | 0.404 | 2.753 | |
| AdaOMDgd-TCH2024.10 | 92.387 | 0.424 | 3.153 | |
| LS(FedAvg)2024.10 | 92.33 | 0.534 | 4.574 | |
| FERERO2024.10 | 92.301 | 0.545 | 4.7 | |
| FedMGDA+2024.10 | 92.236 | 0.386 | 2.629 | |
| AdaOMDeg-TCH2024.10 | 92.209 | 0.435 | 3.084 | |
| EPO2024.10 | 91.866 | 0.517 | 4.273 | |
| ExcessMTL2024.10 | 91.354 | 0.489 | 3.53 | |
| PropFair2024.10 | 91.274 | 0.573 | 4.987 | |
| OMDgd-TCH(AFL)2024.10 | 90.965 | 0.549 | 4.373 | |
| qFFL2024.10 | 90.264 | 0.659 | 6.025 | |
| OMDeg-TCH2024.10 | 90.133 | 0.569 | 4.563 |