Clustering on digits (F-measure, Accuracy, NMI, ARI, DCV)
70.78F-measureFed-k*-HC
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fed-k*-HC2026.03 | 70.78 | 76.31 | 70.1 | 56.86 | 12.99 | |
| Fed-AP2026.03 | 70.54 | 75.4 | 69.8 | 56.57 | 18.66 | |
| MUFC2026.03 | 69.2 | 66.7 | 67.27 | 54.18 | 28.86 | |
| Fed-KDPC2026.03 | 68.45 | 66.91 | 67.87 | 53.69 | 18.41 | |
| Fed-MS2026.03 | 68.19 | 66.14 | 66.65 | 53.03 | 25.13 | |
| KFed2026.03 | 62.27 | 62.21 | 59.3 | 45.82 | 14.86 | |
| F3KM2026.03 | 59.61 | 64.45 | 66.26 | 53.5 | 33.47 | |
| Orchestra*Sinkhorn alignment=class-proportional2026.03 | 52.25 | 63.02 | 55.28 | 45.27 | 60.87 | |
| Orchestra2026.03 | 46.23 | 49.93 | 41.99 | 29 | 6.53 |