Time Series Imputation on HAR MNAR (test)
0.29MSECSDI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.29 | 0.17 | |
| DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.01 | 0.33 | 0.26 | |
| PSWMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.42 | 0.15 | |
| BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.46 | 0.32 | |
| MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.77 | 0.33 | |
| MeanMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.23 | 0.46 | |
| MFMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.9 | 0.13 | |
| notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 2.16 | 0.65 |