Image Classification on MNIST Partial Class C=5
95.017AccuracyFedFV
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedFV2024.10 | 95.017 | 0.231 | 1.287 | |
| TCH2024.10 | 94.69 | 0.25 | 1.518 | |
| AdaOMDgd-TCH2024.10 | 94.239 | 0.263 | 1.193 | |
| STCH2024.10 | 94.14 | 0.272 | 1.36 | |
| AdaExcessMTL2024.10 | 94.063 | 0.264 | 1.205 | |
| AdaOMDeg-TCH2024.10 | 94.021 | 0.275 | 1.351 | |
| FedMGDA+2024.10 | 93.944 | 0.267 | 1.175 | |
| LSStrategy=FedAvg2024.10 | 93.907 | 0.282 | 1.559 | |
| FERERO2024.10 | 93.891 | 0.283 | 1.564 | |
| EPO2024.10 | 93.402 | 0.304 | 1.91 | |
| qFFL2024.10 | 93.008 | 0.32 | 1.752 | |
| PropFair2024.10 | 92.865 | 0.328 | 1.727 | |
| ExcessMTL2024.10 | 92.424 | 0.342 | 1.578 | |
| OMDeg-TCH2024.10 | 92.261 | 0.352 | 1.799 | |
| OMDgd-TCHbaseline=AFL2024.10 | 92.256 | 0.349 | 1.733 |