Image Classification on CIFAR-10 (test) (Rho/Zeta Specific Accuracy)
85.85Accuracy (rho=0.4, zeta=0.8)FedEFC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedEFCalpha_dir=10, p=0.52025.04 | 85.85 | 85.79 | 87.12 | |
| confident learningalpha_dir=10, p=0.52025.04 | 66.2 | 84.95 | 86.83 | |
| RoFLalpha_dir=10, p=0.52025.04 | 62.29 | 86.91 | 87.85 | |
| forward correctionalpha_dir=10, p=0.52025.04 | 60.61 | 80.76 | 85.38 | |
| FedDittoalpha_dir=10, p=0.52025.04 | 59.18 | 80.11 | 83.09 | |
| FedNoRoalpha_dir=10, p=0.52025.04 | 58.94 | 78.59 | 83.47 | |
| FedProxalpha_dir=10, p=0.52025.04 | 58.78 | 79.24 | 85.03 | |
| FedAvgalpha_dir=10, p=0.52025.04 | 58.42 | 79.22 | 84.83 | |
| FedCorralpha_dir=10, p=0.52025.04 | 54.06 | 78.1 | 80.31 |