Time Series Imputation on CMAPSS MNAR averaged across missing ratios (test)
0.14MSECSDI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.14 | 0.1 | |
| DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.01 | 0.27 | 0.21 | |
| BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.36 | 0.24 | |
| notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.65 | 0.39 | |
| MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.79 | 0.28 | |
| PSWMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.93 | 0.21 | |
| MeanMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.15 | 0.4 | |
| MFMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.16 | 0.22 |