Runtime Performance on Synthetic data 60% MNAR (Ntrain=2000, Ntest=500, p=5, test)
0.012Training Time (s)Mean
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MeanMissingness Mechanism=60% MNAR2026.03 | 0.012 | 0 | |
| MICEMissingness Mechanism=60% MNAR2026.03 | 0.118 | 0.079 | |
| missForestMissingness Mechanism=60% MNAR2026.03 | 30.708 | 14.315 | |
| NotMIWAEMissingness Mechanism=60% MNAR2026.03 | 44.607 | 1.232 | |
| AV-LRMissingness Mechanism=60% MNAR2026.03 | 62.915 | 0.156 | |
| DLGLMMissingness Mechanism=60% MNAR2026.03 | 80.556 | 6.078 | |
| SAEMMissingness Mechanism=60% MNAR2026.03 | 4,211.332 | 36.433 |