Medical Image Classification on Fed-ISIC Regular
30.2Balanced AccuracyCollaborative Learning via Prediction Consensus (Static)
Evaluation results
| Method | Links | |
|---|---|---|
| Collaborative Learning via Prediction Consensus (Static)trust_score_strategy=static2023.05 | 30.2 | |
| Collaborative Learning via Prediction Consensus (Dynamic)trust_score_strategy=dynamic2023.05 | 29.1 | |
| Naive Averaging2023.05 | 29 | |
| FedAvg2023.05 | 27.9 | |
| FedProx2023.05 | 26.1 | |
| Local Training2023.05 | 24.8 | |
| FedDyn2023.05 | 24.3 | |
| SCA2023.05 | 21.3 |