Image Classification on CIFAR-10 10% label
91.32AccuracyFedAvg-SL
Evaluation results
| Method | Links | |
|---|---|---|
| FedAvg-SLalpha=12026.02 | 91.32 | |
| FedAvg-SLalpha=0.52026.02 | 91.24 | |
| FedAvg-SLalpha=0.12026.02 | 90.46 | |
| ProxyFLalpha=0.52026.02 | 90 | |
| ProxyFLalpha=12026.02 | 89.96 | |
| SAGEalpha=12026.02 | 89.08 | |
| ProxyFLalpha=0.12026.02 | 88.56 | |
| SAGEalpha=0.52026.02 | 88.05 | |
| FedDBalpha=12026.02 | 87.49 | |
| FedDurealpha=12026.02 | 87.34 | |
| SAGEalpha=0.12026.02 | 87.05 | |
| FedProx+FixMatchalpha=12026.02 | 86.95 | |
| FixMatch-GPLalpha=12026.02 | 86.66 | |
| FedAvg+FlexMatchalpha=12026.02 | 86.57 | |
| FixMatch-GPLalpha=0.52026.02 | 86.05 | |
| FedAvg+FlexMatchalpha=0.52026.02 | 86 | |
| FedDurealpha=0.52026.02 | 85.88 | |
| FedProx+FixMatchalpha=0.52026.02 | 85.49 | |
| FedDBalpha=0.52026.02 | 85.28 | |
| FixMatch-LPLalpha=12026.02 | 84.69 | |
| FedProx+FixMatchalpha=0.12026.02 | 84.6 | |
| FedDurealpha=0.12026.02 | 84.6 | |
| FixMatch-GPLalpha=0.12026.02 | 84.56 | |
| FixMatch-LPLalpha=0.52026.02 | 84.36 | |
| FedAvg+FlexMatchalpha=0.12026.02 | 84.21 | |
| FedDBalpha=0.12026.02 | 83.99 | |
| FedLokealpha=0.12026.02 | 83.32 | |
| FixMatch-LPLalpha=0.12026.02 | 82.98 | |
| FedLokealpha=0.52026.02 | 82.22 | |
| FedLokealpha=12026.02 | 81.87 | |
| FedLabelalpha=0.52026.02 | 79.46 | |
| FedLabelalpha=12026.02 | 79.17 | |
| FedMatchalpha=12026.02 | 78 | |
| FedMatchalpha=0.52026.02 | 77.86 | |
| FedMatchalpha=0.12026.02 | 75.35 | |
| FedAvgalpha=0.12026.02 | 69.6 | |
| FedProxalpha=0.52026.02 | 69.53 | |
| FedAvgalpha=12026.02 | 69.39 | |
| FedAvgalpha=0.52026.02 | 68.88 | |
| FedProxalpha=0.12026.02 | 68.58 | |
| FedProxalpha=12026.02 | 68 | |
| FedLabelalpha=0.12026.02 | 62.85 |