Federated Semi-supervised Learning on CIFAR100 alpha=1.0 (test)
45Convergence RoundProxyFL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProxyFLTarget Accuracy=30%2026.02 | 45 | 2.62 | |
| SAGETarget Accuracy=30%2026.02 | 56 | 2.11 | |
| ProxyFLTarget Accuracy=40%2026.02 | 83 | 3.22 | |
| FedLabelTarget Accuracy=30%2026.02 | 91 | 1.3 | |
| GPLTarget Accuracy=30%2026.02 | 94 | 1.26 | |
| FedDureTarget Accuracy=30%2026.02 | 95 | 1.24 | |
| FedDBTarget Accuracy=30%2026.02 | 103 | 1.15 | |
| SAGETarget Accuracy=40%2026.02 | 112 | 2.38 | |
| LPLTarget Accuracy=30%2026.02 | 118 | 1 | |
| ProxyFLTarget Accuracy=50%2026.02 | 157 | 3.36 | |
| FedLabelTarget Accuracy=40%2026.02 | 164 | 1.63 | |
| FedDureTarget Accuracy=40%2026.02 | 182 | 1.47 | |
| GPLTarget Accuracy=40%2026.02 | 183 | 1.46 | |
| FedDBTarget Accuracy=40%2026.02 | 237 | 1.13 | |
| SAGETarget Accuracy=50%2026.02 | 242 | 2.18 | |
| LPLTarget Accuracy=40%2026.02 | 267 | 1 | |
| FedLabelTarget Accuracy=50%2026.02 | 341 | 1.55 | |
| GPLTarget Accuracy=50%2026.02 | 390 | 1.35 | |
| FedDBTarget Accuracy=50%2026.02 | 418 | 1.26 | |
| FedDureTarget Accuracy=50%2026.02 | 450 | 1.17 | |
| LPLTarget Accuracy=50%2026.02 | 527 | 1 |