Imputation on Concrete 10% MNAR
0.074NRMSEMIWAE
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MIWAEMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.074 | 0.829 | 0.919 | — | — | |
| MissForestMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.097 | 0.757 | 0.86 | — | — | |
| KNNMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.104 | 0.702 | 0.813 | — | — | |
| MICEMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.17 | 0.251 | 0.637 | — | — | |
| SNIMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.201 | 0.031 | 0.416 | — | — | |
| SNI-MMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.208 | -0.028 | 0.378 | — | — | |
| Mean/ModeMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.232 | -0.295 | 0 | — | — | |
| GAINMissing rate=10%, Missing mechanism=MNAR2026.01 | 0.244 | -0.599 | 0.517 | — | — |