Time Series Imputation on AirQuality MNAR averaged across missing ratios (test)
0.21MSECSDI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.21 | 0.16 | |
| DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.01 | 0.32 | 0.21 | |
| BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.35 | 0.27 | |
| PSWMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.41 | 0.14 | |
| MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.54 | 0.25 | |
| MeanMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.92 | 0.3 | |
| MFMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.73 | 0.28 | |
| notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 2.34 | 0.79 |