Image Classification on CIFAR-100 (test) (Parameterized Accuracy ρ, ζ)
47.17Accuracy (rho=0.4, zeta=0.8)FedEFC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FedEFCalpha_dir=10, p=0.52025.04 | 47.17 | 59.58 | 65.8 | |
| FedCorralpha_dir=10, p=0.52025.04 | 44.86 | 58.13 | 64.5 | |
| confident learningalpha_dir=10, p=0.52025.04 | 41.37 | 56.19 | 64.51 | |
| forward correctionalpha_dir=10, p=0.52025.04 | 41.3 | 57.59 | 65.02 | |
| FedProxalpha_dir=10, p=0.52025.04 | 38.18 | 55.68 | 64.82 | |
| FedAvgalpha_dir=10, p=0.52025.04 | 38.04 | 55.45 | 64.55 | |
| FedDittoalpha_dir=10, p=0.52025.04 | 38.02 | 54.26 | 61.95 | |
| FedNoRoalpha_dir=10, p=0.52025.04 | 37.63 | 43.38 | 50.63 | |
| RoFLalpha_dir=10, p=0.52025.04 | 34.94 | 52.83 | 55.46 |