Image Classification on MNIST (test) (Accuracy by Rho/Zeta Parameters)
71.35Accuracy (rho=0.4, zeta=0.8)FedEFC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedEFCalpha_dir=10, p=0.52025.04 | 71.35 | 98.39 | 99.04 | |
| FedNoRoalpha_dir=10, p=0.52025.04 | 70.17 | 97.23 | 98.73 | |
| RoFLalpha_dir=10, p=0.52025.04 | 68.5 | 99.21 | 99.14 | |
| confident learningalpha_dir=10, p=0.52025.04 | 68.38 | 99.22 | 99.33 | |
| forward correctionalpha_dir=10, p=0.52025.04 | 67.69 | 97.45 | 98.84 | |
| FedProxalpha_dir=10, p=0.52025.04 | 67.13 | 97.03 | 98.82 | |
| FedDittoalpha_dir=10, p=0.52025.04 | 66.7 | 97.09 | 98.64 | |
| FedAvgalpha_dir=10, p=0.52025.04 | 66.63 | 96.94 | 98.74 | |
| FedCorralpha_dir=10, p=0.52025.04 | 65.71 | 97.36 | 99.19 |