Multi-view Clustering on NoisyMNIST
99.13AccuracyFreeCSL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FreeCSLmissing rate (r)=0.12025.05 | 99.13 | 97.23 | 98.1 | |
| ICMVCmissing rate (r)=0.12025.05 | 98.78 | 96.36 | 97.35 | |
| SUREmissing rate (r)=0.12025.05 | 98.61 | 95.89 | 96.96 | |
| HSACCMissing Rate=0.32025.10 | 95.81 | 92.33 | 93.8 | |
| ICMVCMissing Rate=0.32025.10 | 95.79 | 91.9 | 93.07 | |
| MCACMissing Rate=0.32025.10 | 95.17 | 91.36 | 91.99 | |
| SUREMissing Rate=0.32025.10 | 95.11 | 91.05 | 91.88 | |
| HSACCMissing Rate=0.52025.10 | 92.55 | 85.92 | 85.5 | |
| SUREMissing Rate=0.52025.10 | 92.34 | 84.99 | 84.31 | |
| FreeCSLmissing rate (r)=0.72025.05 | 92.19 | 82.5 | 83.56 | |
| MCACMissing Rate=0.52025.10 | 91.03 | 84.21 | 84.98 | |
| HSACCMissing Rate=0.72025.10 | 88.89 | 79.05 | 77.73 | |
| PROLMPMissing Rate=0.32025.10 | 88.8 | 78.47 | 76.88 | |
| ICMVCMissing Rate=0.52025.10 | 86.84 | 82.33 | 80 | |
| DCPMissing Rate=0.52025.10 | 86.5 | 81.21 | 78.26 | |
| DCPMissing Rate=0.72025.10 | 85.03 | 78.1 | 77.12 | |
| COMPMissing Rate=0.32025.10 | 84.76 | 81.89 | 77 | |
| DSIMVCMissing Rate=0.52025.10 | 83.93 | 76.72 | 73.95 | |
| SUREMissing Rate=0.72025.10 | 83.12 | 77.63 | 74.08 | |
| MCACMissing Rate=0.72025.10 | 82.91 | 73.41 | 70.02 | |
| PROLMPMissing Rate=0.52025.10 | 79.01 | 85.11 | 83.12 | |
| COMPMissing Rate=0.52025.10 | 78.68 | 74.28 | 67.37 | |
| DCPMissing Rate=0.32025.10 | 72.98 | 77.22 | 58.93 | |
| COMPMissing Rate=0.72025.10 | 68.72 | 65.59 | 55.88 | |
| DSIMVCMissing Rate=0.32025.10 | 63.7 | 60.7 | 51.4 | |
| ICMVCMissing Rate=0.72025.10 | 60.6 | 62.62 | 49.92 | |
| PROLMPMissing Rate=0.72025.10 | 59.23 | 46.45 | 34.17 | |
| DSIMVCMissing Rate=0.72025.10 | 58.1 | 55.5 | 44.3 | |
| RPCICMissing Rate=0.32025.10 | 53.19 | 52.18 | 39.21 | |
| RPCICMissing Rate=0.52025.10 | 51.63 | 47.77 | 35.75 | |
| RPCICMissing Rate=0.72025.10 | 47.24 | 43.19 | 30.47 | |
| MRL_CALMissing Rate=0.32025.10 | 15.73 | 2.8 | 1.18 | |
| MRL_CALMissing Rate=0.72025.10 | 15.37 | 2.42 | 1.01 | |
| MRL_CALMissing Rate=0.52025.10 | 14.98 | 3.2 | 1.22 |