Execution time measurement on Rice 50% MNAR
0.171Training Time (s)MICE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MICEMechanism=Self-Masking2026.03 | 0.171 | 0.1282 | |
| MICEMechanism=Logistic2026.03 | 0.332 | 0.1311 | |
| MICEMechanism=Sequential Logistic2026.03 | 0.39 | 0.2057 | |
| NotMIWAEMechanism=Self-Masking2026.03 | 28.51 | 1.6086 | |
| NotMIWAEMechanism=Logistic2026.03 | 28.511 | 1.5412 | |
| NotMIWAEMechanism=Sequential Logistic2026.03 | 31.293 | 1.7555 | |
| MissForestMechanism=Self-Masking2026.03 | 60.943 | 29.888 | |
| MissForestMechanism=Logistic2026.03 | 63.448 | 32.696 | |
| MissForestMechanism=Sequential Logistic2026.03 | 81.41 | 31.594 | |
| AV-LRMechanism=Self-Masking2026.03 | 105.042 | 0.2688 | |
| AV-LRMechanism=Logistic2026.03 | 106.781 | 0.391 | |
| AV-LRMechanism=Sequential Logistic2026.03 | 111.53 | 0.3729 | |
| DLGLMMechanism=Logistic2026.03 | 122.716 | 8.5769 | |
| DLGLMMechanism=Self-Masking2026.03 | 123.146 | 8.7418 | |
| DLGLMMechanism=Sequential Logistic2026.03 | 154.098 | 10.6019 |