Image Classification on CIFAR10 Partial Class C=5
56.174AccuracyFedMGDA+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedMGDA+2024.10 | 56.174 | 1.596 | 6.862 | |
| AdaExcessMTL2024.10 | 55.766 | 1.705 | 8.354 | |
| FedFV2024.10 | 55.746 | 1.662 | 7.609 | |
| FERERO2024.10 | 55.662 | 1.729 | 8.854 | |
| AdaOMDeg-TCHGradient Descent=eg, Adaptive=true2024.10 | 55.632 | 1.662 | 7.93 | |
| LS(FedAvg)2024.10 | 55.626 | 1.705 | 8.61 | |
| STCH2024.10 | 55.328 | 1.622 | 7.311 | |
| PropFair2024.10 | 53.794 | 1.74 | 9.037 | |
| AdaOMDgd-TCHGradient Descent=gd, Adaptive=true2024.10 | 53.422 | 1.664 | 6.823 | |
| qFFL2024.10 | 49.316 | 1.856 | 9.614 | |
| ExcessMTL2024.10 | 48.142 | 1.87 | 9.715 | |
| OMDeg-TCHGradient Descent=eg2024.10 | 48.064 | 1.833 | 8.803 | |
| OMDgd-TCH(AFL)Gradient Descent=gd2024.10 | 47.96 | 1.832 | 8.787 | |
| EPO2024.10 | 37.458 | 3.138 | 14.602 | |
| TCH2024.10 | 36.242 | 3.748 | 16.141 |