Personalized Federated Learning On Cifar 10
Metriken
ACC@1-100Clients
ACC@1-500Clients
ACC@1-50Clients
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | ACC@1-100Clients | ACC@1-500Clients | ACC@1-50Clients |
|---|---|---|---|
| subspace-learning-for-personalized-federated | 93.20 | 89.63 | 93.88 |
| personalized-federated-learning-with-gaussian | 88.8 | 87.6 | 89.2 |
| personalized-federated-learning-with-gaussian | 87.4 | 86.9 | 88.6 |
| personalized-federated-learning-with-gaussian | 88.8 | 86.8 | 89.9 |
| personalized-federated-learning-using | 88.09 | 83.2 | 90.08 |
| personalized-federated-learning-using | 87.97 | - | 88.38 |
| subspace-learning-for-personalized-federated | 93.25 | 90.81 | 94.05 |