Time Series Imputation on Gait MNAR averaged across missing ratios (test)
0.07MSECSDI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.07 | 0.08 | |
| DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.01 | 0.15 | 0.11 | |
| MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.18 | 0.09 | |
| BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.21 | 0.17 | |
| PSWMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.3 | 0.15 | |
| MeanMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.33 | 0.12 | |
| MFMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.85 | 0.16 | |
| notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 2.47 | 0.8 |