Federated Learning Fairness Evaluation on CIFAR-100
99.7Jain's Fairness IndexFedFew
Evaluation results
| Method | Links | |
|---|---|---|
| FedFewPartition=Pat-202026.03 | 99.7 | |
| APFLPartition=Pat-202026.03 | 99.6 | |
| DittoPartition=Pat-202026.03 | 99.6 | |
| FedRepPartition=Pat-202026.03 | 99.6 | |
| FedFewPartition=Dir-102026.03 | 99.6 | |
| FedAvgPartition=Dir-102026.03 | 99.5 | |
| FedProxPartition=Dir-102026.03 | 99.5 | |
| APFLPartition=Dir-102026.03 | 99.5 | |
| FedRepPartition=Dir-102026.03 | 99.5 | |
| DittoPartition=Dir-102026.03 | 99.4 | |
| IFCAPartition=Pat-202026.03 | 99.3 | |
| FedFewPartition=Dir-202026.03 | 99.2 | |
| FedRepPartition=Dir-202026.03 | 99.1 | |
| APFLPartition=Dir-202026.03 | 98.8 | |
| DittoPartition=Dir-202026.03 | 98.7 | |
| IFCAPartition=Dir-202026.03 | 98.4 | |
| FedProxPartition=Dir-202026.03 | 98.3 | |
| FedAvgPartition=Dir-202026.03 | 98.2 | |
| FedProxPartition=Pat-202026.03 | 98.2 | |
| FedAvgPartition=Pat-202026.03 | 97.7 | |
| IFCAPartition=Dir-102026.03 | 97.3 |