COVID-19 detection on COVID-19 detection dataset (test)
95.78AccuracyOracle (Supervised)
Evaluation results
| Method | Links | |
|---|---|---|
| Oracle (Supervised)Training mode=Full training set supervised learning2021.09 | 95.78 | |
| FedMoCoPre-training=FedMoCo (K=3, T=200), Fine-tuning labels=3%2021.09 | 91.56 | |
| Oracle (MoCo)Pre-training=Centralized Contrastive Learning, Fine-tuning labels=3%2021.09 | 88.42 | |
| FedAvgPre-training=FedAvg (K=3, T=200), Fine-tuning labels=3%2021.09 | 87.24 | |
| w/o Pre-TrainingInitialization=Randomly initialized ResNet, Fine-tuning labels=3%2021.09 | 79.63 |