Multi-view Clustering on HandWritten
93.27AccuracySMART
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SMARTAlignment Ratio=50%2025.12 | 93.27 | 86.62 | 85.62 | |
| TCLPVCAlignment Ratio=50%2025.12 | 92.68 | 86.38 | 85.62 | |
| PLCINCR=0.2, IVR=02026.06 | 92.58 | 84.86 | 84.27 | |
| CorreGenNCR=0.2, IVR=02026.06 | 92.31 | 86.2 | 84.17 | |
| PLCINCR=0.5, IVR=02026.06 | 91.13 | 82.42 | 81.47 | |
| VITALAlignment Ratio=50%2025.12 | 89.61 | 80.16 | 78.31 | |
| CorreGenNCR=0.5, IVR=02026.06 | 88.86 | 83.67 | 80.26 | |
| CANDYNCR=0.2, IVR=02026.06 | 88.48 | 79.64 | 77.02 | |
| CorreGenNCR=0.8, IVR=02026.06 | 85.42 | 77.89 | 73.68 | |
| Our Method2024.12 | 85.05 | — | — | |
| PVCAlignment Ratio=50%2025.12 | 84.16 | 78.04 | 74.34 | |
| CGDAAlignment Ratio=50%2025.12 | 83.37 | 77.91 | 71.88 | |
| CANDYNCR=0.5, IVR=02026.06 | 83.06 | 74.29 | 69.57 | |
| ROLLNCR=0.5, IVR=02026.06 | 82.57 | 69.63 | 65.9 | |
| ROLLNCR=0.2, IVR=02026.06 | 80.68 | 66.35 | 62.67 | |
| Standard MVSC2024.12 | 79.95 | — | — | |
| CAMERANCR=0.2, IVR=02026.06 | 79.55 | 64.89 | 62.61 | |
| PLCINCR=0.8, IVR=02026.06 | 79.03 | 69.26 | 64.15 | |
| SUREAlignment Ratio=50%2025.12 | 78.09 | 73.74 | 62.47 | |
| ROLLNCR=0.8, IVR=02026.06 | 76.92 | 69.78 | 62.31 | |
| SURERAlignment Ratio=50%2025.12 | 72.76 | 63.66 | 49.9 | |
| CGCNAlignment Ratio=50%2025.12 | 71.18 | 72.55 | 62.24 | |
| CAMERANCR=0.5, IVR=02026.06 | 63.94 | 40.73 | 37.11 | |
| MvCLNAlignment Ratio=50%2025.12 | 63.66 | 58.98 | 47.77 | |
| SURENCR=0.2, IVR=02026.06 | 62.83 | 55.84 | 44.45 | |
| SURENCR=0.5, IVR=02026.06 | 61.32 | 52.66 | 41.58 | |
| SURENCR=0.8, IVR=02026.06 | 60.5 | 51.46 | 40 | |
| CANDYNCR=0.8, IVR=02026.06 | 53.98 | 48.05 | 34.46 | |
| ICMVCAlignment Ratio=50%2025.12 | 48.28 | 36.34 | 25.63 | |
| MVCANAlignment Ratio=50%2025.12 | 40.37 | 29.27 | 19.83 | |
| GCFAggAlignment Ratio=50%2025.12 | 39.04 | 26.55 | 17.05 | |
| DealMVCAlignment Ratio=50%2025.12 | 37.03 | 25.61 | 17.25 | |
| MFLVCAlignment Ratio=50%2025.12 | 34.77 | 24.37 | 15.83 | |
| CAMERANCR=0.8, IVR=02026.06 | 33.29 | 12.79 | 9.2 |