Acute Kidney Injury (AKI) prediction on External (val)
0.82AUROCFederated XGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| Federated XGBoost2026.03 | 0.82 | |
| CL2026.03 | 0.76 | |
| FedAvg2026.03 | 0.76 | |
| FedProx2026.03 | 0.76 | |
| SCAFFOLD2026.03 | 0.73 |
Loading the SOTA2 catalog…
| Method | Links | |
|---|---|---|
| Federated XGBoost2026.03 | 0.82 | |
| CL2026.03 | 0.76 | |
| FedAvg2026.03 | 0.76 | |
| FedProx2026.03 | 0.76 | |
| SCAFFOLD2026.03 | 0.73 |