Image Classification on CIFAR-10 Dir(0.1) (test)
86.7Test AccuracyFairGrad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FairGradNumber of clients=502025.08 | 86.7 | 1.11 | |
| FairLoss*Number of clients=502025.08 | 85.31 | 1.45 | |
| FedAvgNumber of clients=502025.08 | 84.89 | 1.5 | |
| FairGrad*Number of clients=502025.08 | 84.82 | 1.55 | |
| AAggFFNumber of clients=502025.08 | 84.81 | 1.43 | |
| FairLossNumber of clients=502025.08 | 84.71 | 1.51 | |
| q-FFLNumber of clients=502025.08 | 84.58 | 1.52 | |
| AFLNumber of clients=502025.08 | 72.77 | 2.07 |