Image Classification on CIFAR-10 alpha=0.5 (test)
36.8AccuracyPAC
Evaluation results
| Method | Links | |
|---|---|---|
| PACNumber of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 36.8 | |
| No-DP FL (upper bound)Number of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 36.7 | |
| RegretNetNumber of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 36.6 | |
| VCGNumber of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 36.4 | |
| MFG-PricingNumber of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 36.1 | |
| MFG-RegretNetNumber of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 36 | |
| DM-RegretNetNumber of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 35.4 | |
| CSRANumber of seeds=5, K (last rounds)=5, Data Heterogeneity (alpha)=0.52026.03 | 27.4 |