Medical Image Classification on Fed-ISIC Low-Quality Data
26.9Balanced AccuracyCollaborative Learning via Prediction Consensus (Dynamic)
Evaluation results
| Method | Links | |
|---|---|---|
| Collaborative Learning via Prediction Consensus (Dynamic)trust_score_strategy=dynamic2023.05 | 26.9 | |
| Collaborative Learning via Prediction Consensus (Static)trust_score_strategy=static2023.05 | 24.9 | |
| Naive Averaging2023.05 | 24.7 | |
| FedDyn2023.05 | 24.3 | |
| FedAvg2023.05 | 22.9 | |
| SCA2023.05 | 22.1 | |
| Local Training2023.05 | 21.7 | |
| FedProx2023.05 | 21.2 |