Fair Federated Learning on CIFAR-10 (test)
80.43AccuracySELECTFAIR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SELECTFAIRsurrogate=false2026.02 | 80.43 | 0.975 | 0.28 | 0.88 | 0.31 | 0.04 | |
| SELECTFAIRsurrogate=true2026.02 | 80.43 | 0.975 | 0.19 | 0.94 | 0.31 | 0.04 | |
| PHP-FL2026.02 | 67.71 | 0.8 | 0.42 | 0.78 | 0.52 | 0.2 | |
| q-FFL2026.02 | 60.1 | 0.72 | 0.64 | 0.42 | 0.8 | 0.35 |