Image Classification on CIFAR-10 2009 (test) (Coverage Metrics)
91.1Marginal CoverageGC-FCP
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GC-FCPdelta=25, Comp. speedup=34.36×2026.03 | 91.1 | 89.6 | 95 | 88.7 | 96 | 91.9 | 95 | 93.1 | 95 | |
| Centralized GC-FCPComp. speedup=1.01×2026.03 | 90.6 | 90.3 | 96 | 90.3 | 99 | 90.5 | 94 | 90.5 | 92 | |
| GC-FCPdelta=250, Comp. speedup=19.73×2026.03 | 90.6 | 90.3 | 96 | 90.2 | 98 | 90.5 | 94 | 90.6 | 92 | |
| GC-FCPdelta=2500, Comp. speedup=3.96×2026.03 | 90.6 | 90.3 | 96 | 90.3 | 99 | 90.5 | 94 | 90.5 | 92 | |
| Centralized CondCPComp. speedup=1×2026.03 | 90.3 | 90.1 | 96 | 90.1 | 98 | 90.2 | 94 | 90.1 | 91 | |
| FedCPComp. speedup=N/A2026.03 | 90.2 | 88 | 92 | 85.6 | 90 | 90.6 | 93 | 93.6 | 95 | |
| Centralized CPComp. speedup=N/A2026.03 | 90.1 | 87.9 | 91 | 85.5 | 90 | 90.6 | 93 | 93.6 | 95 |