Image Classification on CIFAR-10 Mild Non-IID (C=5, α=3.0) (test)
84.52Top-1 AccuracyGPSL
Evaluation Results
| Method | Links | |
|---|---|---|
| GPSLNumber of clients (K)=642024.07 | 84.52 | |
| GPSLNumber of clients (K)=162024.07 | 84.5 | |
| GPSLNumber of clients (K)=1282024.07 | 84.43 | |
| GPSLNumber of clients (K)=322024.07 | 84.34 | |
| Centralized Learning (CL)Mode=Upper bound baseline2024.07 | 84.06 | |
| FPLSNumber of clients (K)=642024.07 | 71.43 | |
| FPLSNumber of clients (K)=1282024.07 | 71.25 | |
| FLSNumber of clients (K)=322024.07 | 70.97 | |
| FLSNumber of clients (K)=642024.07 | 70.45 | |
| FLSNumber of clients (K)=1282024.07 | 69.33 | |
| FLSNumber of clients (K)=162024.07 | 66.12 | |
| FPLSNumber of clients (K)=322024.07 | 64.61 | |
| FPLSNumber of clients (K)=162024.07 | 59.18 |