Federated Learning Performance Metrics on CIFAR-10
62.4AccuracyFLTrust
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FLTrustModel=LeNet2026.06 | 62.4 | 19.91 | 50.84 | |
| TrimmedMeanModel=LeNet2026.06 | 62.35 | 31.28 | 37.8 | |
| Krum_CHGModel=LeNet2026.06 | 61.25 | 48.2 | 20.82 | |
| MultiKrumModel=LeNet2026.06 | 61.14 | 27.56 | 41.97 | |
| Secure-CHGModel=LeNet2026.06 | 60.5 | 49.87 | 18.84 | |
| FedAvgModel=LeNet2026.06 | 60.45 | 19.52 | 47.12 | |
| FedMedianModel=LeNet2026.06 | 60.45 | 28.03 | 34.82 |