Execution time measurement on BankNote 50% MNAR
0.011Training TimeMICE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MICEMechanism=Logistic2026.03 | 0.011 | 0.001 | |
| MICEMechanism=Sequential Logistic2026.03 | 0.086 | 0.0767 | |
| MICEMechanism=Self-Masking2026.03 | 0.09 | 0.084 | |
| NotMIWAEMechanism=Self-Masking2026.03 | 13.381 | 0.576 | |
| NotMIWAEMechanism=Logistic2026.03 | 13.796 | 0.5351 | |
| NotMIWAEMechanism=Sequential Logistic2026.03 | 13.875 | 0.5287 | |
| MissForestMechanism=Logistic2026.03 | 16.882 | 13.8367 | |
| MissForestMechanism=Sequential Logistic2026.03 | 17.663 | 13.742 | |
| MissForestMechanism=Self-Masking2026.03 | 18.584 | 14.802 | |
| AV-LRMechanism=Sequential Logistic2026.03 | 42.539 | 0.076 | |
| AV-LRMechanism=Logistic2026.03 | 42.71 | 0.0756 | |
| AV-LRMechanism=Self-Masking2026.03 | 45.424 | 0.0778 | |
| DLGLMMechanism=Logistic2026.03 | 52.333 | 4.0606 | |
| DLGLMMechanism=Self-Masking2026.03 | 54.923 | 4.053 | |
| DLGLMMechanism=Sequential Logistic2026.03 | 57.158 | 5.4339 |