Image Classification on CIFAR-100 (Alpha-Weighted Mean Accuracy)
48.47Mean Accuracy (alpha=0.1)FBL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FBLComputation-unconstrained client ratio (lambda)=50%2026.01 | 48.47 | 53.5 | 57.36 | |
| FBLComputation-unconstrained client ratio (lambda)=25%2026.01 | 48.19 | 53.52 | 57.61 | |
| FBLComputation-unconstrained client ratio (lambda)=0%2026.01 | 36.52 | 48.65 | 52.29 | |
| MOON2026.01 | 36.18 | 45.07 | 50.57 | |
| Scaffold2026.01 | 35.88 | 45.79 | 49.36 | |
| FedDyn2026.01 | 34.97 | 46.1 | 50.89 | |
| FedNTD2026.01 | 34.48 | 45.77 | 51.16 | |
| FedAvg2026.01 | 33.89 | 37.68 | 39.86 | |
| FedCDA2026.01 | 32.48 | 44.76 | 50.45 | |
| FedProx2026.01 | 30.89 | 40.68 | 48.88 | |
| FedGen2026.01 | 27.66 | 33.34 | 37.78 |