| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Federated Open-Set Active Learning | FedISIC R = 5 (test) | ID Purity100 | 42 | |
| Domain Generalization | FedISIC | Accuracy67.88 | 20 | |
| Medical Image Classification | FedISIC | Average Accuracy69.57 | 10 | |
| Federated Learning | FedISIC | Jain's Fairness Index95.8 | 7 |