Multi-view Clustering on BDGP (ACC, NMI, ARI)
95.58AccuracySMART
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SMARTAlignment Ratio=50%2025.12 | 95.58 | 89.44 | 89.47 | |
| TCLPVCAlignment Ratio=50%2025.12 | 91.78 | 77.94 | 80.59 | |
| CGDAAlignment Ratio=50%2025.12 | 90.56 | 77.53 | 76.83 | |
| CGCNAlignment Ratio=50%2025.12 | 88.06 | 70.14 | 72.86 | |
| PVCAlignment Ratio=50%2025.12 | 85.53 | 64.77 | 67.18 | |
| VITALAlignment Ratio=50%2025.12 | 82.91 | 70.34 | 66.51 | |
| SUREAlignment Ratio=50%2025.12 | 82.46 | 66.38 | 59.52 | |
| MvCLNAlignment Ratio=50%2025.12 | 80.61 | 58.26 | 58.49 | |
| MFLVCAlignment Ratio=50%2025.12 | 73.47 | 60.55 | 55.68 | |
| MVCANAlignment Ratio=50%2025.12 | 71.2 | 54.3 | 50.25 | |
| ICMVCAlignment Ratio=50%2025.12 | 63.9 | 40.44 | 37.99 | |
| DealMVCAlignment Ratio=50%2025.12 | 60.74 | 47.4 | 37.65 | |
| GCFAggAlignment Ratio=50%2025.12 | 46.82 | 31.01 | 21.87 | |
| SURERAlignment Ratio=50%2025.12 | 42.5 | 17.26 | 12.22 |