Classification on YaleB (test)
100AccuracyMean-Imputation
Evaluation results
| Method | Links | |
|---|---|---|
| Mean-ImputationMissing rate (η)=02023.04 | 100 | |
| MVAEMissing rate (η)=02023.04 | 100 | |
| MIWAEMissing rate (η)=02023.04 | 100 | |
| DeepIMVMissing rate (η)=02023.04 | 100 | |
| UIMCMissing rate (η)=02023.04 | 100 | |
| UIMCMissing rate (η)=0.12023.04 | 100 | |
| UIMCMissing rate (η)=0.22023.04 | 99.81 | |
| MVAEMissing rate (η)=0.12023.04 | 99.69 | |
| UIMCMissing rate (η)=0.32023.04 | 99.62 | |
| Mean-ImputationMissing rate (η)=0.12023.04 | 99.23 | |
| MIWAEMissing rate (η)=0.12023.04 | 99.23 | |
| MIWAEMissing rate (η)=0.22023.04 | 99.23 | |
| CPM-NetsMissing rate (η)=02023.04 | 99.15 | |
| MIWAEMissing rate (η)=0.32023.04 | 99.03 | |
| CPM-NetsMissing rate (η)=0.12023.04 | 98.62 | |
| MVAEMissing rate (η)=0.22023.04 | 98.61 | |
| UIMCMissing rate (η)=0.42023.04 | 98.47 | |
| TCCAMissing rate (η)=02023.04 | 98.46 | |
| MIWAEMissing rate (η)=0.42023.04 | 98.46 | |
| DeepIMVMissing rate (η)=0.12023.04 | 98.46 | |
| MVAEMissing rate (η)=0.32023.04 | 98.31 | |
| CPM-NetsMissing rate (η)=0.22023.04 | 98 | |
| Mean-ImputationMissing rate (η)=0.22023.04 | 97.69 | |
| Mean-ImputationMissing rate (η)=0.32023.04 | 97.69 | |
| UIMCMissing rate (η)=0.52023.04 | 97.69 | |
| CPM-NetsMissing rate (η)=0.32023.04 | 97 | |
| Mean-ImputationMissing rate (η)=0.42023.04 | 96.92 | |
| GCCAMissing rate (η)=02023.04 | 96.92 | |
| MVAEMissing rate (η)=0.42023.04 | 96.92 | |
| MIWAEMissing rate (η)=0.52023.04 | 96.92 | |
| TCCAMissing rate (η)=0.12023.04 | 96.25 | |
| Mean-ImputationMissing rate (η)=0.52023.04 | 96.15 | |
| MVAEMissing rate (η)=0.52023.04 | 95.99 | |
| TCCAMissing rate (η)=0.22023.04 | 94.92 | |
| CPM-NetsMissing rate (η)=0.42023.04 | 94.69 | |
| GCCAMissing rate (η)=0.12023.04 | 93.85 | |
| DeepIMVMissing rate (η)=0.22023.04 | 92.31 | |
| DeepIMVMissing rate (η)=0.32023.04 | 91.54 | |
| CPM-NetsMissing rate (η)=0.52023.04 | 91 | |
| GCCAMissing rate (η)=0.22023.04 | 90.77 | |
| TCCAMissing rate (η)=0.32023.04 | 90.77 | |
| DeepIMVMissing rate (η)=0.42023.04 | 89.23 | |
| TCCAMissing rate (η)=0.42023.04 | 88.46 | |
| DeepIMVMissing rate (η)=0.52023.04 | 87.18 | |
| GCCAMissing rate (η)=0.32023.04 | 86.15 | |
| TCCAMissing rate (η)=0.52023.04 | 86.15 | |
| GCCAMissing rate (η)=0.42023.04 | 83.85 | |
| GCCAMissing rate (η)=0.52023.04 | 82.31 |