Federated Clustering on gaussian_non_iid synthetic (test)
99.6F-measureFed-k*-HC
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fed-k*-HC2026.03 | 99.6 | 99.6 | 97.61 | 99.14 | 0.6 | |
| Fed-MS2026.03 | 99.21 | 99.2 | 95.84 | 98.35 | 1.41 | |
| KFed2026.03 | 98.73 | 98.7 | 94.1 | 97.42 | 2.34 | |
| Fed-AP2026.03 | 89.23 | 86.89 | 70.81 | 74.34 | 28.21 | |
| MUFC2026.03 | 86.63 | 82.52 | 71.35 | 64.8 | 45.8 | |
| Fed-KDPC2026.03 | 83.52 | 78.59 | 71.72 | 60.22 | 54.78 | |
| F3KM2026.03 | 73.18 | 82.6 | 70.73 | 64.92 | 52.95 | |
| Orchestra*Alignment=class-proportional Sinkhorn2026.03 | 72.18 | 81.43 | 45.02 | 54.2 | 75.66 | |
| Orchestra2026.03 | 46.16 | 54.5 | 46.01 | 31.03 | 4.17 |