Federated Learning on CIFAR-10
0.997Jain's Fairness IndexDitto
Evaluation results
| Method | Links | |
|---|---|---|
| DittoPartition=Pat-102026.03 | 0.997 | |
| FedRepPartition=Pat-102026.03 | 0.997 | |
| FedFewPartition=Pat-102026.03 | 0.997 | |
| APFLPartition=Pat-102026.03 | 0.996 | |
| APFLPartition=Dir-102026.03 | 0.992 | |
| IFCAPartition=Dir-102026.03 | 0.992 | |
| FedFewPartition=Dir-102026.03 | 0.992 | |
| FedRepPartition=Dir-102026.03 | 0.99 | |
| FedFewPartition=Dir-202026.03 | 0.99 | |
| APFLPartition=Dir-202026.03 | 0.985 | |
| FedRepPartition=Dir-202026.03 | 0.985 | |
| IFCAPartition=Pat-102026.03 | 0.985 | |
| FedProxPartition=Dir-102026.03 | 0.984 | |
| DittoPartition=Dir-102026.03 | 0.984 | |
| FedAvgPartition=Pat-102026.03 | 0.982 | |
| DittoPartition=Dir-202026.03 | 0.982 | |
| FedAvgPartition=Dir-102026.03 | 0.981 | |
| FedAvgPartition=Dir-202026.03 | 0.981 | |
| FedProxPartition=Dir-202026.03 | 0.977 | |
| FedProxPartition=Pat-102026.03 | 0.976 | |
| IFCAPartition=Dir-202026.03 | 0.974 |