Multi-label Chest X-ray Classification on CheXpert small (test)
70AUC (No Attack)FedAvg
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedAvgAggregation Strategy=FedAvg2022.07 | 70 | 69 | 50 | 50 | 50 | 58 | |
| MedianAggregation Strategy=Median2022.07 | 70 | 69 | 69 | 69 | 54 | 66 | |
| Trimmed MeanAggregation Strategy=Trimmed Mean2022.07 | 70 | 69 | 69 | 50 | 50 | 62 | |
| DOSAggregation Strategy=Distance-based Outlier Suppression2022.07 | 70 | 69 | 68 | 69 | 67 | 68 | |
| KrumAggregation Strategy=Krum2022.07 | 66 | 66 | 64 | 63 | 67 | 65 |