Image Classification on CIFAR10 Partial Class C=2 (test)
39.015AccuracyFedFV
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FedFV2024.10 | 39.015 | 2.394 | 19.289 | |
| LS(FedAvg)2024.10 | 38.925 | 2.477 | 21.801 | |
| FERERO2024.10 | 38.7 | 2.468 | 21.922 | |
| FedMGDA+2024.10 | 38.56 | 2.148 | 14.227 | |
| AdaExcessMTL2024.10 | 38.33 | 2.434 | 21.518 | |
| AdaOMDgd-TCH2024.10 | 36.765 | 2.372 | 18.422 | |
| AdaOMDeg-TCH2024.10 | 36.755 | 2.388 | 18.933 | |
| PropFair2024.10 | 35.505 | 2.486 | 22.642 | |
| STCH2024.10 | 35.38 | 2.386 | 19.139 | |
| ExcessMTL2024.10 | 35.24 | 2.526 | 22.256 | |
| qFFL2024.10 | 34.995 | 2.584 | 23.085 | |
| OMDeg-TCH2024.10 | 34.865 | 2.534 | 22.045 | |
| OMDgd-TCH(AFL)2024.10 | 31.08 | 2.515 | 20.6 | |
| TCH2024.10 | 20.935 | 4.378 | 27.199 | |
| EPO2024.10 | 20.51 | 4.364 | 24.116 |