Time Series Imputation on CNNpred MNAR averaged across missing ratios (test)
0.74MSEDRIO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.01 | 0.74 | 0.32 | |
| BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.76 | 0.36 | |
| MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.98 | 0.29 | |
| CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.31 | 0.4 | |
| PSWMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.31 | 0.19 | |
| MeanMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.35 | 0.33 | |
| MFMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.67 | 0.2 | |
| notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 2.24 | 0.71 |